Add batch_results (part 5)

.gitattributes

@@ -2250,3 +2250,292 @@ batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/los_angeles_42b0aaf
 batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/los_angeles_42b0aaf10afe476389c043be5e9ac5d7_000001_13950_police_vehicle_1773238883722.jpg filter=lfs diff=lfs merge=lfs -text
 batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/los_angeles_42b0aaf10afe476389c043be5e9ac5d7_000001_13950_police_vehicle_1773238900257.jpg filter=lfs diff=lfs merge=lfs -text
 batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/los_angeles_42b0aaf10afe476389c043be5e9ac5d7_000001_13950_police_vehicle_1773238914636.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/los_angeles_42b0aaf10afe476389c043be5e9ac5d7_000001_13950_police_vehicle_1773238931249.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/los_angeles_42b0aaf10afe476389c043be5e9ac5d7_000001_14040_police_vehicle_1773239324704.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/los_angeles_42b0aaf10afe476389c043be5e9ac5d7_000001_14040_police_vehicle_1773239339154.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/los_angeles_42b0aaf10afe476389c043be5e9ac5d7_000001_14040_police_vehicle_1773239354842.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/los_angeles_42b0aaf10afe476389c043be5e9ac5d7_000001_14040_police_vehicle_1773239369036.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/los_angeles_42b0aaf10afe476389c043be5e9ac5d7_000001_14040_police_vehicle_1773239383423.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/minneapolis_7b1341474fb249cfaf76877d3fdfab27_000002_08220_police_vehicle_1773239502915.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/minneapolis_7b1341474fb249cfaf76877d3fdfab27_000002_08220_police_vehicle_1773239518826.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/minneapolis_7b1341474fb249cfaf76877d3fdfab27_000002_08220_police_vehicle_1773239535330.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/minneapolis_7b1341474fb249cfaf76877d3fdfab27_000002_08220_police_vehicle_1773239551980.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/minneapolis_7b1341474fb249cfaf76877d3fdfab27_000002_08220_police_vehicle_1773239578816.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/philadelphia_1b840ba13539483cac9db9f30a6047f6_000002_13500_police_vehicle_1773239724748.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/philadelphia_1b840ba13539483cac9db9f30a6047f6_000002_13500_police_vehicle_1773239740793.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/philadelphia_1b840ba13539483cac9db9f30a6047f6_000002_13500_police_vehicle_1773239757181.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/philadelphia_1b840ba13539483cac9db9f30a6047f6_000002_13500_police_vehicle_1773239772190.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/police_vehicle/images/philadelphia_1b840ba13539483cac9db9f30a6047f6_000002_13500_police_vehicle_1773239786895.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/boston_9f13aff6b9a74cc796a64b06e4119a63_000004_19500_work_equipment_1773242175662.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/boston_9f13aff6b9a74cc796a64b06e4119a63_000004_19500_work_equipment_1773242195507.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/boston_9f13aff6b9a74cc796a64b06e4119a63_000004_19500_work_equipment_1773242211449.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/boston_9f13aff6b9a74cc796a64b06e4119a63_000004_19500_work_equipment_1773242228143.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/boston_9f13aff6b9a74cc796a64b06e4119a63_000004_19500_work_equipment_1773242242653.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/charlotte_06c09ac150e14f1b8f1a6018800c8090_000000_01170_work_equipment_1773242397736.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/charlotte_06c09ac150e14f1b8f1a6018800c8090_000000_01170_work_equipment_1773242412738.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/charlotte_06c09ac150e14f1b8f1a6018800c8090_000000_01170_work_equipment_1773242429065.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/charlotte_06c09ac150e14f1b8f1a6018800c8090_000000_01170_work_equipment_1773242443706.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/charlotte_06c09ac150e14f1b8f1a6018800c8090_000000_01170_work_equipment_1773242459804.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/detroit_52f8b571367b4b958ff35ac29e55e75b_000000_01800_work_equipment_1773242658436.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/detroit_52f8b571367b4b958ff35ac29e55e75b_000000_01800_work_equipment_1773242673794.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/detroit_52f8b571367b4b958ff35ac29e55e75b_000000_01800_work_equipment_1773242688079.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/detroit_52f8b571367b4b958ff35ac29e55e75b_000000_01800_work_equipment_1773242706630.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/detroit_52f8b571367b4b958ff35ac29e55e75b_000000_01800_work_equipment_1773242725175.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/jacksonville_4ef53b1e757f475686a118f978687002_000000_13440_work_equipment_1773242887854.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/jacksonville_4ef53b1e757f475686a118f978687002_000000_13440_work_equipment_1773242906805.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/jacksonville_4ef53b1e757f475686a118f978687002_000000_13440_work_equipment_1773242922989.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/jacksonville_4ef53b1e757f475686a118f978687002_000000_13440_work_equipment_1773242937770.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/jacksonville_4ef53b1e757f475686a118f978687002_000000_13440_work_equipment_1773242952834.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/new_york_city_348efb8d97c74d2dbf7186a2d51282eb_000005_05130_work_equipment_1773243122523.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/new_york_city_348efb8d97c74d2dbf7186a2d51282eb_000005_05130_work_equipment_1773243139720.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/new_york_city_348efb8d97c74d2dbf7186a2d51282eb_000005_05130_work_equipment_1773243154142.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/new_york_city_348efb8d97c74d2dbf7186a2d51282eb_000005_05130_work_equipment_1773243178606.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_tra_based_wbbox/work_equipment/images/new_york_city_348efb8d97c74d2dbf7186a2d51282eb_000005_05130_work_equipment_1773243193097.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/bike_lane/images/boston_042e1caf93114d3286c11ba14ddaa759_000001_03540_bike_lane_1773215317877.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/bike_lane/images/denver_2607afbafe0a43758de59383f802887e_000002_23280_bike_lane_1773215461498.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/bike_lane/images/denver_6e22be6250e44215a1a0bd8feb9f3229_000000_11970_bike_lane_1773215598432.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/bike_lane/images/denver_c9c32a73117b4b6b80dbc612b4cbd540_000000_14730_task_name_guided_pipe_path_below[[:space:]]updated_Config_1773215766701.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/bike_lane/images/san_antonio_52f675ce4c644caf886c83a304827ba4_000000_02160_bike_lane_1773215898697.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/other_roadwork_objects/images/boston_21cce96047dc491bb61f281b08c02569_000001_19170_other_roadwork_objects_1773216051400.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/other_roadwork_objects/images/denver_d78ab8f060c34a4db2c81ba11e9223a8_000000_22860_other_roadwork_objects_1773216190051.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/other_roadwork_objects/images/denver_d78ab8f060c34a4db2c81ba11e9223a8_000002_05340_other_roadwork_objects_1773216339670.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/other_roadwork_objects/images/denver_ebad84687fa141e2abe66a65753da0ac_000003_02400_other_roadwork_objects_1773216493769.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/other_roadwork_objects/images/pittsburgh_2caaa7d42b47461ba8f2f6c609fb9bb7_000001_22920_other_roadwork_objects_1773216633302.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20190_police_officer_1773213247201.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20190_police_officer_1773213526852.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20970_police_officer_1773213692016.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000002_16890_police_officer_1773213842993.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/police_officer/images/columbus_588231f429f74576b5363d16dd48a17b_000000_06690_police_officer_1773214193602.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/police_officer/images/los_angeles_550091d61caa480bb9920bb69c37ceea_000000_19560_police_officer_1773214351171.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/police_vehicle/images/boston_042e1caf93114d3286c11ba14ddaa759_000001_03540_police_vehicle_1773214503002.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/police_vehicle/images/boston_d20af1927e7d41619b21eb2004a59368_000000_04170_police_vehicle_1773214665757.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/police_vehicle/images/denver_62204cd5e7df48f8bc4e3934a307798f_000001_15750_police_vehicle_1773214838258.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/police_vehicle/images/los_angeles_cc06242ad34a4b7189788da71540ffeb_000000_13650_police_vehicle_1773215015878.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/police_vehicle/images/philadelphia_8037fa57ddee41779b558f7d72d7d7fd_000002_07980_police_vehicle_1773215174434.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/work_equipment/images/boston_7fc8c152a8714a31ad7fbf41db2adead_000003_21600_work_equipment_1773216771550.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/work_equipment/images/detroit_726bfa3b766e4780911abc0773cd7c98_000002_06870_work_equipment_1773216912258.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/work_equipment/images/philadelphia_10d523eca13747e58916fb07e9ea8408_000000_08700_work_equipment_1773217038843.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/work_equipment/images/pittsburgh_2fa09e49459e43b68e748e1a5a8c310c_000000_17280_work_equipment_1773217308237.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based/work_equipment/images/pittsburgh_9d32f9f88ff24755bfbd881cf95766e7_000001_11280_work_equipment_1773217438625.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/boston_042e1caf93114d3286c11ba14ddaa759_000001_03570_bike_lane_1773238325636.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/boston_042e1caf93114d3286c11ba14ddaa759_000001_03570_bike_lane_1773238371088.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/boston_042e1caf93114d3286c11ba14ddaa759_000001_03570_bike_lane_1773238385938.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/boston_042e1caf93114d3286c11ba14ddaa759_000001_03570_bike_lane_1773238401992.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/boston_042e1caf93114d3286c11ba14ddaa759_000001_03570_bike_lane_1773238420318.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/boston_2d8e13b1a8304d8395dcf6479ca61814_000002_05100_bike_lane_1773238618491.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/boston_2d8e13b1a8304d8395dcf6479ca61814_000002_05100_bike_lane_1773238634011.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/boston_2d8e13b1a8304d8395dcf6479ca61814_000002_05100_bike_lane_1773238648798.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/boston_2d8e13b1a8304d8395dcf6479ca61814_000002_05100_bike_lane_1773238664520.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/boston_2d8e13b1a8304d8395dcf6479ca61814_000002_05100_bike_lane_1773238679376.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/denver_2607afbafe0a43758de59383f802887e_000002_23010_bike_lane_1773238809774.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/denver_2607afbafe0a43758de59383f802887e_000002_23010_bike_lane_1773238825706.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/denver_2607afbafe0a43758de59383f802887e_000002_23010_bike_lane_1773238841182.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/denver_2607afbafe0a43758de59383f802887e_000002_23010_bike_lane_1773238855255.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/denver_2607afbafe0a43758de59383f802887e_000002_23010_bike_lane_1773238870585.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/denver_2607afbafe0a43758de59383f802887e_000002_23280_bike_lane_1773239039687.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/denver_2607afbafe0a43758de59383f802887e_000002_23280_bike_lane_1773239056192.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/denver_2607afbafe0a43758de59383f802887e_000002_23280_bike_lane_1773239074537.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/denver_2607afbafe0a43758de59383f802887e_000002_23280_bike_lane_1773239119995.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/denver_2607afbafe0a43758de59383f802887e_000002_23280_bike_lane_1773239134695.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/denver_345d4737b2574bfebaae45596e4ff97b_000002_07770_bike_lane_1773239286261.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/denver_345d4737b2574bfebaae45596e4ff97b_000002_07770_bike_lane_1773239302352.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/denver_345d4737b2574bfebaae45596e4ff97b_000002_07770_bike_lane_1773239369247.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/denver_345d4737b2574bfebaae45596e4ff97b_000002_07770_bike_lane_1773239384931.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/bike_lane/images/denver_345d4737b2574bfebaae45596e4ff97b_000002_07770_bike_lane_1773239399302.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_21cce96047dc491bb61f281b08c02569_000001_19170_roadwork_barrier_1773231104720.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_21cce96047dc491bb61f281b08c02569_000004_03360_drilling[[:space:]]vehicle_1773239571353.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_21cce96047dc491bb61f281b08c02569_000004_03360_drilling[[:space:]]vehicle_1773239585053.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_21cce96047dc491bb61f281b08c02569_000004_03360_drilling[[:space:]]vehicle_1773239599058.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_21cce96047dc491bb61f281b08c02569_000004_03360_drilling[[:space:]]vehicle_1773239613388.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_21cce96047dc491bb61f281b08c02569_000004_03360_drilling[[:space:]]vehicle_1773239627843.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_c106556774bd4c138ec4efffee79dd33_000001_13200_other_roadwork_object_1773239846301.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_c106556774bd4c138ec4efffee79dd33_000001_13200_other_roadwork_object_1773239860078.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_c106556774bd4c138ec4efffee79dd33_000001_13200_other_roadwork_object_1773239874507.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_c106556774bd4c138ec4efffee79dd33_000001_13200_other_roadwork_object_1773239894000.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_c106556774bd4c138ec4efffee79dd33_000001_13200_other_roadwork_object_1773239910697.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_c106556774bd4c138ec4efffee79dd33_000001_13230_road_work_tool_1773240072255.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_c106556774bd4c138ec4efffee79dd33_000001_13230_road_work_tool_1773240088566.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_c106556774bd4c138ec4efffee79dd33_000001_13230_road_work_tool_1773240108863.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_c106556774bd4c138ec4efffee79dd33_000001_13230_road_work_tool_1773240126446.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_c106556774bd4c138ec4efffee79dd33_000001_13230_road_work_tool_1773240141229.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_e8b7c866e5734e8b898ea791643bf1d8_000003_02550_other_roadwork_objects_1773240458546.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_e8b7c866e5734e8b898ea791643bf1d8_000003_02550_other_roadwork_objects_1773240484663.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_e8b7c866e5734e8b898ea791643bf1d8_000003_02550_other_roadwork_objects_1773240499180.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_e8b7c866e5734e8b898ea791643bf1d8_000003_02550_other_roadwork_objects_1773240515651.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/boston_e8b7c866e5734e8b898ea791643bf1d8_000003_02550_other_roadwork_objects_1773240529582.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/denver_d78ab8f060c34a4db2c81ba11e9223a8_000000_22860_construction_barrier_1773231268594.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/denver_d78ab8f060c34a4db2c81ba11e9223a8_000000_22920_road_barrier_1773240666475.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/denver_d78ab8f060c34a4db2c81ba11e9223a8_000000_22920_road_barrier_1773240774603.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/denver_d78ab8f060c34a4db2c81ba11e9223a8_000000_22920_road_barrier_1773240791348.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/denver_d78ab8f060c34a4db2c81ba11e9223a8_000000_22920_road_barrier_1773240810157.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/denver_d78ab8f060c34a4db2c81ba11e9223a8_000000_22920_road_barrier_1773240825725.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/denver_d78ab8f060c34a4db2c81ba11e9223a8_000002_05340_other_roadwork_objects_1773231398805.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/denver_ebad84687fa141e2abe66a65753da0ac_000003_02400_other_roadwork_objects_1773231544285.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/other_roadwork_objects/images/pittsburgh_2caaa7d42b47461ba8f2f6c609fb9bb7_000001_22920_other_roadwork_objects_1773231702973.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20100_police_officer_1773235837298.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20100_police_officer_1773235851619.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20100_police_officer_1773235952143.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20100_police_officer_1773235968431.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20100_police_officer_1773235985919.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20190_police_officer_1773233923500.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20220_police_officer_1773236153587.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20220_police_officer_1773236171197.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20220_police_officer_1773236186976.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20220_police_officer_1773236201330.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20220_police_officer_1773236216468.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20370_police_officer_1773236417980.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20370_police_officer_1773236436495.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20370_police_officer_1773236454037.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20370_police_officer_1773236469058.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20370_police_officer_1773236487010.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20970_police_officer_1773234048282.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000002_13560_police_officer_1773236645066.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000002_13560_police_officer_1773236669922.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000002_13560_police_officer_1773236686590.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000002_13560_police_officer_1773236710870.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000002_13560_police_officer_1773236729645.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000002_16890_police_officer_1773234197359.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/columbus_588231f429f74576b5363d16dd48a17b_000000_06690_police_officer_1773234384410.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/denver_1e67d7eca3324dd1a2cb87c9f86aae53_000000_04230_police_officer_1773236867675.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/denver_1e67d7eca3324dd1a2cb87c9f86aae53_000000_04230_police_officer_1773236882443.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/denver_1e67d7eca3324dd1a2cb87c9f86aae53_000000_04230_police_officer_1773236896913.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/denver_1e67d7eca3324dd1a2cb87c9f86aae53_000000_04230_police_officer_1773236912743.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/denver_1e67d7eca3324dd1a2cb87c9f86aae53_000000_04230_police_officer_1773236926943.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_officer/images/los_angeles_550091d61caa480bb9920bb69c37ceea_000000_19560_police_officer_1773234550350.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_042e1caf93114d3286c11ba14ddaa759_000001_03540_police_vehicle_1773237082770.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_042e1caf93114d3286c11ba14ddaa759_000001_03540_police_vehicle_1773237097809.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_042e1caf93114d3286c11ba14ddaa759_000001_03540_police_vehicle_1773237114331.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_042e1caf93114d3286c11ba14ddaa759_000001_03540_police_vehicle_1773237135754.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_042e1caf93114d3286c11ba14ddaa759_000001_03540_police_vehicle_1773237150973.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_042e1caf93114d3286c11ba14ddaa759_000001_03660_police_vehicle_1773237292452.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_042e1caf93114d3286c11ba14ddaa759_000001_03660_police_vehicle_1773237311436.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_042e1caf93114d3286c11ba14ddaa759_000001_03660_police_vehicle_1773237327883.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_042e1caf93114d3286c11ba14ddaa759_000001_03660_police_vehicle_1773237354595.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_042e1caf93114d3286c11ba14ddaa759_000001_03660_police_vehicle_1773237377757.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_c106556774bd4c138ec4efffee79dd33_000001_17760_police_vehicle_1773237564673.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_c106556774bd4c138ec4efffee79dd33_000001_17760_police_vehicle_1773237586218.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_c106556774bd4c138ec4efffee79dd33_000001_17760_police_vehicle_1773237602301.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_c106556774bd4c138ec4efffee79dd33_000001_17760_police_vehicle_1773237617054.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_c106556774bd4c138ec4efffee79dd33_000001_17760_police_vehicle_1773237635476.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_d20af1927e7d41619b21eb2004a59368_000000_04170_police_vehicle_1773237844545.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_d20af1927e7d41619b21eb2004a59368_000000_04170_police_vehicle_1773237861057.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_d20af1927e7d41619b21eb2004a59368_000000_04170_police_vehicle_1773237877119.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_d20af1927e7d41619b21eb2004a59368_000000_04170_police_vehicle_1773237892849.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/boston_d20af1927e7d41619b21eb2004a59368_000000_04170_police_vehicle_1773237910134.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/chicago_01e321fc22a24909b03bf1b2df70d7ad_000000_21180_police_vehicle_1773238034433.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/chicago_01e321fc22a24909b03bf1b2df70d7ad_000000_21180_police_vehicle_1773238049658.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/chicago_01e321fc22a24909b03bf1b2df70d7ad_000000_21180_police_vehicle_1773238131329.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/chicago_01e321fc22a24909b03bf1b2df70d7ad_000000_21180_police_vehicle_1773238147728.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/police_vehicle/images/chicago_01e321fc22a24909b03bf1b2df70d7ad_000000_21180_police_vehicle_1773238164650.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_7fc8c152a8714a31ad7fbf41db2adead_000003_21600_work_equipment_1773231858907.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_7fc8c152a8714a31ad7fbf41db2adead_000003_21600_work_equipment_1773240839755.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_7fc8c152a8714a31ad7fbf41db2adead_000003_21600_work_equipment_1773240853776.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_7fc8c152a8714a31ad7fbf41db2adead_000003_21600_work_equipment_1773240867599.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_7fc8c152a8714a31ad7fbf41db2adead_000003_21600_work_equipment_1773240882375.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_7fc8c152a8714a31ad7fbf41db2adead_000003_21600_work_equipment_1773241050513.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_7fc8c152a8714a31ad7fbf41db2adead_000003_21750_Work_work_equipment_label-main_Fin_1773241225508.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_7fc8c152a8714a31ad7fbf41db2adead_000003_21750_Work_work_equipment_label-main_Fin_1773241242934.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_7fc8c152a8714a31ad7fbf41db2adead_000003_21750_Work_work_equipment_label-main_Fin_1773241261552.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_7fc8c152a8714a31ad7fbf41db2adead_000003_21750_Work_work_equipment_label-main_Fin_1773241276191.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_7fc8c152a8714a31ad7fbf41db2adead_000003_21750_Work_work_equipment_label-main_Fin_1773241290134.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20970_work_equipment_1773241429339.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20970_work_equipment_1773241492223.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20970_work_equipment_1773241509202.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20970_work_equipment_1773241522825.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000000_20970_work_equipment_1773241536668.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000002_03210_work_equipment_1773241671940.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000002_03210_work_equipment_1773241694416.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000002_03210_work_equipment_1773241711212.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000002_03210_work_equipment_1773241726562.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/boston_d7d96e38384140d89a8cb3c42c84dbea_000002_03210_work_equipment_1773241745087.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/detroit_726bfa3b766e4780911abc0773cd7c98_000002_06870_work_equipment_1773232006927.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/detroit_ab8428a4442c48299530282159b41bcd_000001_04590_work_equipment_1773241947162.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/detroit_ab8428a4442c48299530282159b41bcd_000001_04590_work_equipment_1773241988548.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/detroit_ab8428a4442c48299530282159b41bcd_000001_04590_work_equipment_1773242012134.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/detroit_ab8428a4442c48299530282159b41bcd_000001_04590_work_equipment_1773242055137.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/philadelphia_10d523eca13747e58916fb07e9ea8408_000000_08700_work_equipment_1773232140967.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/pittsburgh_2fa09e49459e43b68e748e1a5a8c310c_000000_17280_construction_equipment_1773232265705.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_val_based_wbbox/work_equipment/images/pittsburgh_9d32f9f88ff24755bfbd881cf95766e7_000001_11280_work_equipment_1773232418140.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/boston_e16d504a5070463f8e0fe68767ce98cd_000000_23700_police_officer_1773306518902.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/boston_e16d504a5070463f8e0fe68767ce98cd_000000_23700_police_officer_1773317857308.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/boston_e16d504a5070463f8e0fe68767ce98cd_000000_23700_police_officer_1773317874136.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/boston_e16d504a5070463f8e0fe68767ce98cd_000000_23700_police_officer_1773317888449.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/boston_e16d504a5070463f8e0fe68767ce98cd_000000_23700_police_officer_1773317905354.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/boston_e16d504a5070463f8e0fe68767ce98cd_000000_23700_police_officer_1773317919484.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/boston_e16d504a5070463f8e0fe68767ce98cd_000000_23700_police_officer_1773317934447.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/boston_e16d504a5070463f8e0fe68767ce98cd_000000_23700_police_officer_1773317949159.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/boston_e16d504a5070463f8e0fe68767ce98cd_000000_23700_police_officer_1773317964121.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000003_10470_police_officer_1773306652559.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000003_10470_police_officer_1773317980790.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000003_10470_police_officer_1773318018014.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000003_10470_police_officer_1773318033389.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000003_10470_police_officer_1773318048393.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000003_10470_police_officer_1773318063559.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000003_10470_police_officer_1773318079882.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000003_10470_police_officer_1773318094553.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000003_10470_police_officer_1773318109210.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000004_10230_police_officer_1773306785052.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000004_10230_police_officer_1773318125813.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000004_10230_police_officer_1773318141520.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000004_10230_police_officer_1773318187819.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000004_10230_police_officer_1773318203250.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000004_10230_police_officer_1773318219607.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000004_10230_police_officer_1773318236635.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000004_10230_police_officer_1773318251529.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/charlotte_d2ecb42bd1e645189c8cfe9a0fe9263b_000004_10230_police_officer_1773318269166.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/pittsburgh_388490b198f743cc928fe590483d2b7d_000001_03030_police_officer_1773306919014.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/pittsburgh_388490b198f743cc928fe590483d2b7d_000001_03030_police_officer_1773318288170.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/pittsburgh_388490b198f743cc928fe590483d2b7d_000001_03030_police_officer_1773318304022.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/pittsburgh_388490b198f743cc928fe590483d2b7d_000001_03030_police_officer_1773318318696.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/pittsburgh_388490b198f743cc928fe590483d2b7d_000001_03030_police_officer_1773318334455.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/pittsburgh_388490b198f743cc928fe590483d2b7d_000001_03030_police_officer_1773318348800.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/pittsburgh_388490b198f743cc928fe590483d2b7d_000001_03030_police_officer_1773318361164.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/pittsburgh_388490b198f743cc928fe590483d2b7d_000001_03030_police_officer_1773318375408.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/pittsburgh_388490b198f743cc928fe590483d2b7d_000001_03030_police_officer_1773318390927.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/san_antonio_43b21a415f004bc68a205c02d5a6b1d8_000001_00390_police_officer_1773307043483.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/san_antonio_43b21a415f004bc68a205c02d5a6b1d8_000001_00390_police_officer_1773318405706.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/san_antonio_43b21a415f004bc68a205c02d5a6b1d8_000001_00390_police_officer_1773318420866.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/san_antonio_43b21a415f004bc68a205c02d5a6b1d8_000001_00390_police_officer_1773318437963.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/san_antonio_43b21a415f004bc68a205c02d5a6b1d8_000001_00390_police_officer_1773318487284.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/san_antonio_43b21a415f004bc68a205c02d5a6b1d8_000001_00390_police_officer_1773318501679.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/san_antonio_43b21a415f004bc68a205c02d5a6b1d8_000001_00390_police_officer_1773318517770.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/san_antonio_43b21a415f004bc68a205c02d5a6b1d8_000001_00390_police_officer_1773318533715.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_officer/images/san_antonio_43b21a415f004bc68a205c02d5a6b1d8_000001_00390_police_officer_1773318548445.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/boston_4ac05b2379194b7a91e84368b8fd200d_000001_01140_police_vehicle_1773323369369.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/boston_4ac05b2379194b7a91e84368b8fd200d_000001_01140_police_vehicle_1773323384353.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/boston_4ac05b2379194b7a91e84368b8fd200d_000001_01140_police_vehicle_1773323400161.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/boston_4ac05b2379194b7a91e84368b8fd200d_000001_01140_police_vehicle_1773323414871.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/los_angeles_42b0aaf10afe476389c043be5e9ac5d7_000001_13950_police_vehicle_1773323555255.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/los_angeles_42b0aaf10afe476389c043be5e9ac5d7_000001_13950_police_vehicle_1773323572772.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/los_angeles_42b0aaf10afe476389c043be5e9ac5d7_000001_13950_police_vehicle_1773323588514.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/los_angeles_42b0aaf10afe476389c043be5e9ac5d7_000001_13950_police_vehicle_1773323602722.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/los_angeles_42b0aaf10afe476389c043be5e9ac5d7_000001_14040_police_vehicle_1773323763927.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/los_angeles_42b0aaf10afe476389c043be5e9ac5d7_000001_14040_police_vehicle_1773323778914.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/los_angeles_42b0aaf10afe476389c043be5e9ac5d7_000001_14040_police_vehicle_1773323793575.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/los_angeles_42b0aaf10afe476389c043be5e9ac5d7_000001_14040_police_vehicle_1773323808217.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/minneapolis_7b1341474fb249cfaf76877d3fdfab27_000002_08220_police_vehicle_1773323961175.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/minneapolis_7b1341474fb249cfaf76877d3fdfab27_000002_08220_police_vehicle_1773323977182.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/minneapolis_7b1341474fb249cfaf76877d3fdfab27_000002_08220_police_vehicle_1773323993494.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/minneapolis_7b1341474fb249cfaf76877d3fdfab27_000002_08220_police_vehicle_1773324007660.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/philadelphia_1b840ba13539483cac9db9f30a6047f6_000002_13500_police_vehicle_1773324150320.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/philadelphia_1b840ba13539483cac9db9f30a6047f6_000002_13500_police_vehicle_1773324165555.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/philadelphia_1b840ba13539483cac9db9f30a6047f6_000002_13500_police_vehicle_1773324180500.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based/police_vehicle/images/philadelphia_1b840ba13539483cac9db9f30a6047f6_000002_13500_police_vehicle_1773324196627.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based_add/police_officer/images/boston_e16d504a5070463f8e0fe68767ce98cd_000000_23700_police_officer_1773324481049.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based_add/police_officer/images/boston_e16d504a5070463f8e0fe68767ce98cd_000000_23700_police_officer_1773324496005.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based_add/police_officer/images/boston_e16d504a5070463f8e0fe68767ce98cd_000000_23700_police_officer_1773324511799.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based_add/police_officer/images/boston_e16d504a5070463f8e0fe68767ce98cd_000000_23700_police_officer_1773324532493.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based_add/police_officer/images/boston_e16d504a5070463f8e0fe68767ce98cd_000000_23700_police_officer_1773324547241.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based_add/police_officer/images/boston_e16d504a5070463f8e0fe68767ce98cd_000000_23700_police_officer_1773324561269.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based_add/police_officer/images/boston_e16d504a5070463f8e0fe68767ce98cd_000000_23700_police_officer_1773324596864.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based_add/police_officer/images/boston_e16d504a5070463f8e0fe68767ce98cd_000000_23700_police_officer_1773324611405.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based_add/police_vehicle/images/boston_4ac05b2379194b7a91e84368b8fd200d_000001_01140_police_vehicle_1773486753453.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/ROADWork_wo_llm_tra_based_add/police_vehicle/images/boston_4ac05b2379194b7a91e84368b8fd200d_000001_01140_police_vehicle_1773486944362.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/fisherman/fisherman/images/垂钓人员检测20251026_130031_3_fisherman_1773479056414.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/fisherman/fisherman/images/垂钓人员检测20251026_130031_3_fisherman_1773479116363.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/fisherman_baseline1/fisherman/images/垂钓人员检测20251026_130031_3_fisherman_0_1773479652368.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/fisherman_baseline1/fisherman/images/垂钓人员检测20251026_130031_3_fisherman_0_1773480067260.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/fisherman_baseline1/fisherman/images/垂钓人员检测20251026_130031_3_fisherman_1_1773479723241.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/fisherman_baseline1/fisherman/images/垂钓人员检测20251026_130031_3_fisherman_1_1773480086391.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/fisherman_baseline1/fisherman/images/垂钓人员检测20251026_130031_3_fisherman_2_1773479763926.jpg filter=lfs diff=lfs merge=lfs -text
+batch_results/fisherman_baseline1/fisherman/images/垂钓人员检测20251026_130031_3_fisherman_2_1773480101619.jpg filter=lfs diff=lfs merge=lfs -text

batch_results/ROADWork_tra_based_wbbox/police_vehicle/los_angeles_42b0aaf10afe476389c043be5e9ac5d7_000001_13950_wbbox_userintent_result.json

@@ -0,0 +1,170 @@
+{
+    "core_areas": [
+        "lane markings",
+        "building façades",
+        "sidewalk",
+        "construction area",
+        "road vehicles"
+    ],
+    "is_qualified": true,
+    "prompt_image_descriptions": [
+        "In the example image, the scene is taken from a street-level perspective looking down a road surrounded by tall buildings. On the road, vehicles are visible, including one near the foreground, which appears to be a police vehicle based on its structure and markings. A construction area is present along the side of the road. Background includes urban infrastructure and clear signs of commercial buildings."
+    ],
+    "suggestion": "",
+    "camera": "The camera was positioned near the ground level, likely from a vehicle's dash camera or a pedestrian angle, capturing a wide, frontal view of the road and intersecting buildings. It covers a forward view down the street, focusing on the surroundings.",
+    "expand_areas": [
+        "parking lot",
+        "bus stop",
+        "adjacent building entry",
+        "pedestrian sidewalks",
+        "construction barricade",
+        "additional street intersections",
+        "urban tree area",
+        "commercial storefront",
+        "back alley",
+        "traffic light cluster"
+    ],
+    "targets": [
+        {
+            "image_idx": [
+                1
+            ],
+            "label": "police_vehicle",
+            "name": "警用车辆",
+            "prompts": [
+                "police vehicle",
+                "law enforcement car",
+                "police car"
+            ],
+            "prompts_for_generate": [
+                "The image focuses on a police vehicle located near the foreground of an urban street. The police vehicle is a white SUV with distinct law enforcement markings and emergency lights. ",
+                "The police vehicle is shown stationary in the middle of a well-developed urban area surrounded by office buildings. Its emergency lights are featured to highlight its law enforcement purpose.",
+                "This police car is driving through a city business district surrounded by tall skyscrapers and bustling roads. The vehicle has bold markings indicating its role in public safety enforcement.",
+                "A white police SUV marked with the department's logo is positioned near a construction zone. The focus highlights both the capability of the car and its operational environment.",
+                "The police vehicle prominently stands out in a busy city intersection. Positioned close to active construction operations, it might be ensuring the safety of workers. ",
+                "This law enforcement vehicle is positioned along the center of a four-lane city street surrounded by urban landmarks. ",
+                "A police car caught in motion while patrolling through a dense urban hub. Its visible markings include 'Police Department'.",
+                "This emergency response equipped SUV has custom navigation lights driving promptly to a service zone within a highlighted street construction site.",
+                "A typical municipal issued patrol car seen operating within local busy traffic securing safe and orderly flow positioning construction.",
+                "The urban layout positioning civil police SUV towards optimizing situational visibility dominating lane margin alignment safeguarding public.",
+                "Standard patrol compatible street car designed strongly maintaining strict road procedures seen interacting support operations those vehicles.",
+                "Light SUV patrol emphasized markings stability notices security during ongoing work ensuring enough visibility oversight its strong presence embedded urban.",
+                "SUV type patrol vehicle presenting essential monitoring smooth operation sustaining visible controlled backing possible interventions smoothly crowd aware behavior act necessity providing.",
+                "The current patrol situates itself actively interacting through section urban promoted seen ensuring central median highlighting balancing visible encounter strong viewpoint interconnected tucked away operations friendly.",
+                "Patrol engages neighborhoods alongside maintaining neutral mode boosters lights authority serving forward planned defensive underlying support immediate part imbibing workers quickly meetup safety.",
+                "Though operations maintained behaving commanding aesthetics patrol observing keeping workers spotless point interaction start deliberately maximizing setting proper showcasing addition smart collisions meeting patrol predictions.",
+                "Simple outlook creates easily navigating seen through clear protected moved deploying essential predicting required consistent approachable.",
+                "Policing order notes highlighting sequence command navigation SUV adjacent pressing lot sequential keeping trusted outgoing plans maintaining sharp clean notes background observing capacity.",
+                "Per usual descript constructive patrol notes sustainability actively observing predictions behavior patterns validated rapidly.",
+                "Adjust vehicle lightweight notes evenly combining partly hybrid balanced noted added base adjacent overlays discussed itinerary deploying primarily."
+            ],
+            "target_info": "The police vehicle is a white SUV with distinct law enforcement markings and emergency lights on top. It is parked or moving slowly within the lane area, in close proximity to an active construction zone marked with safety barriers and cones. Relative to its dimensions, it occupies approximately 5%-10% of the total image area, which makes it stand out distinctly among other vehicles and the urban background setting.",
+            "description": "在城市街道上执勤的配备标识的白色警用车辆。",
+            "llm_prompts_for_generate": [
+                {
+                    "scene": "A downtown multilane street runs between tall glass-and-brick buildings, with a right-side construction bay separated by orange cones and water-filled barriers. Morning sun creates long shadows across lane arrows, while workers in reflective vests stand behind the barricade near an open utility trench and a temporary steel plate.",
+                    "target": "One white police SUV with black “POLICE” door lettering and a roof lightbar is stopped in the rightmost through-lane just left of the cone taper, facing forward with traffic. It fills about 7% of the frame in mid-foreground, slightly angled but fully visible, guarding the construction entrance.",
+                    "camera": "Dashcam-height viewpoint from a vehicle traveling straight, wide forward-facing lens showing most of the roadway and building facades, with the police SUV centered-right and the construction zone clearly in the same field of view."
+                },
+                {
+                    "scene": "Near a commercial storefront row, the roadway narrows as cones redirect cars away from a freshly milled asphalt strip along the curb. A bus stop shelter and a small sidewalk crowd appear on the left, while the right side shows temporary fencing, stacked materials, and a portable generator humming behind barriers.",
+                    "target": "Two police vehicles are present: a white marked police sedan in the midground leading the taper and a white marked police SUV behind it, both with blue-red lightbars. The SUV occupies about 6% of the image, aligned with the lane direction, partially overlapping cones but clearly readable with a realistic plate like “CITY-4182.”",
+                    "camera": "Street-level autonomous-driving camera from the center lane, looking forward toward the narrowing section; wide framing includes bus stop left, construction right, and both police vehicles staggered in depth."
+                },
+                {
+                    "scene": "At an intersection with a cluster of traffic lights, a right-turn lane is closed by cones and a portable “ROAD WORK AHEAD” sign. Sunlight reflects off wet patches from recent street cleaning, and pedestrians wait at the corner near an adjacent building entry while a forklift moves pallets inside the fenced work area.",
+                    "target": "A single black-and-white police SUV with reflective side stripes and a roof lightbar is parked diagonally at the start of the closed right-turn lane, blocking entry while still leaving the through lane open. It takes roughly 8% of the frame in the foreground-right, front facing the camera and fully unobstructed.",
+                    "camera": "Dashcam perspective at standard car height approaching the signalized intersection; camera points straight ahead with slight right-side emphasis to capture the lane closure and the police SUV’s blocking position."
+                },
+                {
+                    "scene": "A narrow urban canyon street shows scaffolding along the left facade and a back-alley entrance on the right. Construction barriers form an S-shaped chicane that guides vehicles around a curbside excavation. Late afternoon light produces sharp contrast, with reflections from shop windows and moving shadows from overhead signage.",
+                    "target": "One white police sedan with a low-profile lightbar and bold “POLICE” text on the trunk is creeping forward in the guided chicane, centered in the lane and aligned with traffic flow. It appears midground at about 5% of the image, partially framed by cones but clearly identifiable and facing away from the camera.",
+                    "camera": "Forward-looking autonomous-driving camera mounted low near the windshield, wide view down the street; cones create leading lines toward the police sedan, with buildings tall on both sides."
+                },
+                {
+                    "scene": "Beside an urban tree area, the right curb lane is closed with cones, yellow caution tape, and a temporary pedestrian detour sign redirecting foot traffic around a fenced sidewalk repair. A small parking lot entrance sits just beyond the work zone, and the sky is overcast, softening shadows across the road markings.",
+                    "target": "One white police SUV with blue-and-gold striping and roof lights is parked parallel to the curb just before the cone line, facing the same direction as traffic. It occupies around 6–7% of the frame in the mid-foreground left-of-center, clearly visible with a plate like “PTRL-9027.”",
+                    "camera": "Dashcam-level viewpoint traveling straight in the open lane; wide framing keeps the closed curb lane, tree-lined sidewalk, and the police SUV in view with realistic autonomous-driving proportions."
+                },
+                {
+                    "scene": "A busy city block with modern commercial storefronts features a construction barricade extending from the right sidewalk into the lane, guiding cars to merge left. A worker holds a stop/slow paddle near the barrier opening, and bright midday sun creates high reflections on glass facades and the glossy road surface.",
+                    "target": "One marked police SUV, white with black door panels and a prominent roof lightbar, is stopped just behind the worker at the barricade opening, oriented forward with traffic. It takes about 9% of the image in the foreground-right, slightly closer than surrounding cars, fully visible and crisp.",
+                    "camera": "Vehicle-mounted camera at typical autonomous-driving height, centered forward; the police SUV appears near the right third of the frame with the merge taper and worker clearly contextualized."
+                },
+                {
+                    "scene": "In light rain, the road shines with reflections from traffic signals and storefront signs. Cones and portable plastic barriers create a protected corridor around a manhole replacement in the right lane. A bus pulls away from a stop on the left while pedestrians with umbrellas move along the sidewalk edge.",
+                    "target": "One white police sedan with reflective decals and a blue-red roof lightbar is parked in the right lane ahead of the manhole work, facing forward to protect the site. It occupies about 6% of the frame in midground, partially reflected on the wet pavement yet fully legible, not occluded by cones.",
+                    "camera": "Dashcam viewpoint from a following car, wide forward angle capturing wet-road reflections; the police sedan is centered ahead with construction devices flanking it."
+                },
+                {
+                    "scene": "A downtown intersection opens into additional street intersections, with crosswalks and turning pockets. The right side hosts a long construction fence with mesh panels, stacked pipes, and a temporary speed limit sign. Early morning haze softens the distant buildings while nearby shadows remain crisp around curb edges.",
+                    "target": "Three police vehicles form a controlled presence: two white police motorcycles near the crosswalk and one white police SUV closest to the construction fence. The SUV is midground-right, about 5% of the image, facing forward and parallel to the fence, with “METRO POLICE” markings clearly visible.",
+                    "camera": "Front-facing autonomous-driving camera positioned low and centered; wide composition shows the intersection geometry, the fenced construction line to the right, and the police SUV as the primary target."
+                },
+                {
+                    "scene": "Along a block with brick buildings and a recessed adjacent building entry, the left lane remains open while the right lane is narrowed by cones and a temporary concrete barrier. A delivery van unloads near a loading zone, and a portable light tower stands inside the work area casting a cool tint in shade.",
+                    "target": "One black-and-white police SUV with a roof lightbar is parked in the buffer space between the open lane and the concrete barrier, aligned with traffic direction. It occupies about 7% of the frame in the foreground-middle, cleanly visible with a realistic unit number like “Unit 12” on the rear quarter.",
+                    "camera": "Dashcam perspective approaching the narrowing; camera remains centered on the travel lane, capturing the police SUV slightly to the right with barriers and cones creating a clear diversion path."
+                },
+                {
+                    "scene": "A wide boulevard with multiple lanes passes tall office towers. A construction barricade closes the far-right lane near a commercial driveway, using cones, flashing arrow boards, and reflective delineators. The sun is low, producing lens glare and warm highlights along the edges of vehicles and metal fencing.",
+                    "target": "One white police sedan with dark tinted windows and a prominent trunk badge is positioned ahead in the right lane closure, facing forward and slightly offset to block the closed lane. It appears midground at roughly 5–6% of the image, with the arrow board behind it and markings clearly visible.",
+                    "camera": "Autonomous-driving wide-angle camera from a car in the adjacent open lane; forward view includes the arrow board, tapering cones, and the police sedan centered-right under warm glare."
+                },
+                {
+                    "scene": "Near a back alley, a short-term construction site occupies the curb with a small excavator behind orange mesh fencing. The street is partially shaded by tall buildings, while bright sunlight hits the upper floors. Pedestrians pass a temporary walkway protected by barricades and handrails.",
+                    "target": "One white police SUV with black “POLICE” lettering and a roof lightbar is stopped just before the back-alley mouth, facing forward and leaving the through lane unobstructed. It takes about 8% of the frame in the foreground-right, fully visible, with reflective decals catching the shade-to-sun transition.",
+                    "camera": "Dashcam-height camera looking straight down the street; the police SUV sits near the right edge of the open lane, with the alley and fenced excavator visible behind it."
+                },
+                {
+                    "scene": "A bus stop and bike rack line the left sidewalk, while the right sidewalk is closed for curb ramp reconstruction using cones, striped barricade boards, and temporary ramps. The street markings are fresh and bright, and a light breeze moves small street trees in planters near storefront windows.",
+                    "target": "One white police sedan with a roof lightbar and side stripe is rolling slowly in the rightmost through lane beside the cone line, matching traffic direction. It occupies about 6% of the image in mid-foreground, seen from behind with a readable plate like “PD-6715,” unobstructed by pedestrians.",
+                    "camera": "Vehicle-mounted forward camera centered in the lane; wide view includes the bus stop left and the sidewalk work zone right, keeping the police sedan in the central depth path."
+                },
+                {
+                    "scene": "At dusk, streetlights begin to glow and reflect on the asphalt. A construction barricade with blinking amber lamps closes a short segment of the right lane near an urban tree area. Workers pack up tools behind fencing, and distant building windows form a grid of warm light in the background.",
+                    "target": "One black-and-white police SUV with illuminated roof lightbar is parked at the head of the closed segment, facing forward with traffic and slightly angled toward the cones. It fills about 9% of the frame in the foreground, lights clearly visible, with reflective “POLICE” text shining against the dim scene.",
+                    "camera": "Dashcam perspective at normal driving height, wide forward framing; the police SUV dominates the lower center-right, while dusk lighting and construction blinkers remain visible in the background."
+                },
+                {
+                    "scene": "A mid-block work zone repairs a water line, with a steel plate bridging a trench and cones channeling cars into a single lane. A parking lot entrance on the right is partially blocked by temporary signage and a flagger. Bright midday light casts short shadows under vehicles and barriers.",
+                    "target": "One white police sedan with black hood accents and a roof lightbar is stationed just before the steel plate, centered in the guided lane and facing forward. It occupies about 7% of the image in midground, fully visible, with a unit code like “K-9 34” printed on the rear quarter panel.",
+                    "camera": "Autonomous-driving camera looking forward from a vehicle approaching the steel plate; wide scene captures the taper, flagger near the parking lot entrance, and the police sedan as the main focal target."
+                },
+                {
+                    "scene": "In a dense shopping district, reflective storefront glass mirrors passing traffic. The right side features a long line of cones and temporary fencing protecting sidewalk resurfacing, with a portable “SIDEWALK CLOSED” sign and detour arrows. Overhead signs cast moving shadows as vehicles progress steadily.",
+                    "target": "Two white police SUVs with roof lightbars are in the scene: one closer in the foreground-right near the fence line, and one farther ahead near the next cone cluster. The nearer SUV occupies about 8% of the image, aligned with traffic and clearly marked “CITY POLICE,” unobstructed.",
+                    "camera": "Dashcam-level forward-facing camera in the center lane; wide framing shows storefront reflections, the extended cone line, and the nearer police SUV on the right third of the frame."
+                },
+                {
+                    "scene": "A signalized intersection with multiple traffic lights has a temporary lane shift marked by reflective bollards and cones leading around a median repair. The sky is bright but slightly hazy, and the road surface shows tire marks from recent heavy traffic. Pedestrians wait behind a barrier at the corner.",
+                    "target": "One black-and-white police sedan with a roof lightbar is positioned at the start of the lane shift, facing forward and offset to discourage entry into the closed area. It appears in the foreground at about 6–7% of the frame, clearly visible with “POLICE” on the doors and a plate like “7XK-204.”",
+                    "camera": "Front-facing autonomous-driving camera approaching the intersection; wide view captures the lane-shift devices, pedestrians safely behind barriers, and the police sedan prominent near the center-left."
+                },
+                {
+                    "scene": "A quieter office block shows a long construction barricade protecting utility work along the right curb, with stacked cones, a portable toilet behind fencing, and a small generator. The sun is partly blocked by tall buildings, creating alternating bands of light and shade across the lanes.",
+                    "target": "One white police SUV with reflective chevrons on the rear and a roof lightbar is parked in the right curb lane ahead of the barricade, facing away from the camera in the traffic direction. It occupies about 5% of the image in midground, rear view clear and not occluded by equipment.",
+                    "camera": "Dashcam viewpoint from a vehicle following at a safe distance; forward wide-angle composition places the police SUV in the central depth line with barricade and curbside work clearly visible."
+                },
+                {
+                    "scene": "A downtown street near an adjacent building entry has temporary metal crowd-control rails guiding pedestrians around a sidewalk excavation. Cones narrow the right lane, and a small street intersection ahead shows additional signage. Late morning light brightens the far end of the street while the foreground stays shaded.",
+                    "target": "One white police sedan with blue striping and a roof lightbar is stopped in the right lane beside the metal rails, aligned with traffic direction and leaving a clear through lane to the left. It fills about 8% of the frame in the foreground-right, side profile visible and markings readable.",
+                    "camera": "Autonomous-driving forward camera at car height, centered; the police sedan appears right-of-center with pedestrian rails and the shaded-to-bright street gradient in view."
+                },
+                {
+                    "scene": "After a brief shower, puddles collect near the curb by a commercial storefront and reflect orange cones. The construction zone uses water barriers and a flashing arrow sign to close the right lane near a bus stop. Vehicles pass slowly, and a worker wipes down a signboard behind the barrier line.",
+                    "target": "One black-and-white police SUV with a roof lightbar and reflective side text is moving slowly in the open lane next to the closed area, facing forward with traffic. It occupies about 6% of the image in mid-foreground, clearly visible with water reflections beneath it, not blocked by other cars.",
+                    "camera": "Dashcam-level camera from a vehicle behind and slightly left of the police SUV; wide forward view captures puddle reflections, the arrow sign, and the bus stop context."
+                },
+                {
+                    "scene": "A complex lane merge near additional street intersections is marked with cones, temporary lane arrows, and a portable message board warning of “RIGHT LANE CLOSED 200 FT.” Tall buildings frame the view, and the midday sun produces crisp shadows from cones and the message board legs onto the pavement.",
+                    "target": "One white police sedan with a roof lightbar is parked just ahead of the portable message board at the beginning of the cone taper, facing forward and aligned with traffic. It appears midground and occupies about 5–6% of the frame, fully visible with “TRAFFIC UNIT” text on the rear doors.",
+                    "camera": "Forward-facing autonomous-driving camera centered in the merging lane; wide composition includes the message board, cone taper, and the police sedan as the salient object near the right-center depth."
+                }
+            ]
+        }
+    ],
+    "task_name": "施工区警用车辆检测",
+    "task_type": "detection",
+    "world_model": "The scene showcases a typical urban street surrounded by multiple-story buildings made of glass, brick, and modern materials. The main features include a well-maintained multi-lane road with visible lane markings, sidewalks on either side, a flagged construction zone with barriers and cones, and parked and moving vehicles. Extending beyond the immediate scene, areas within 10 meters might include parking lots, bus stops, adjacent building entrances, pedestrian pathways, intersections leading into other urban sectors, and additional commercial storefronts. The area represents a bustling city center environment enriched with professional and commuting traffic amidst infrastructural components."
+}

batch_results/ROADWork_tra_based_wbbox/police_vehicle/los_angeles_42b0aaf10afe476389c043be5e9ac5d7_000001_14040_wbbox_userintent_result.json

@@ -0,0 +1,177 @@
+{
+    "world_model": "The image depicts an urban street environment with a multi-lane road surrounded by tall office buildings. The road surfaces appear smooth and are marked with lane dividers and signage indicating specific directions. On the left side of the frame, construction barriers and cones signal an ongoing work zone, potentially impacting traffic flow. The right side features storefronts and office block entrances, with parked cars visible along the sidewalk. Beyond the scene within several meters lies a continuation of the urban downtown space, likely containing more high-rise buildings, shops, and additional intersections.",
+    "is_qualified": true,
+    "suggestion": "",
+    "targets": [
+        {
+            "name": "警察车辆",
+            "prompts": [
+                "police vehicle",
+                "law enforcement car",
+                "patrol car",
+                "emergency response vehicle"
+            ],
+            "prompts_for_generate": [
+                "The image shows a police vehicle conspicuously stationed on the side of a busy urban avenue during the daytime, surrounded by high-rise office buildings and minimal foliage.",
+                "A law enforcement patrol car appears in the center of the photograph, with its lights flashing brightly, signifying an emergency response.",
+                "In the scene is a police vehicle parked under a street lamp at a city intersection, focusing on ensuring public order.",
+                "The depiction shows a patrol car amidst morning traffic along the road surrounded by ongoing construction, emphasizing safety measures.",
+                "A police vehicle is stationed visibly next to a row of construction barriers, symbolizing active monitoring of traffic conditions.",
+                "A blue-and-white law enforcement car occupies the mid-left of an urban cityscape, its headlights illuminating its path for clear visibility.",
+                "Highlighted in the photograph is a police vehicle with reflective decals, visible near a construction barricade in action to handle road irregularities.",
+                "A dynamic urban image captures a moving police car between rows of vehicles in an organized lane structure.",
+                "The photograph shows a law enforcement cruiser engaging near a halted civilian car along a straight urban stretch road.",
+                "Daylight fills the area, portraying an active police vehicle beside stacked concrete separator blocks in a downtown area.",
+                "Central in the photo depicts a blue and white police cruiser near a crosswalk at an active road occupation.",
+                "Urban downtown, with tall structured buildings, frames a perfect placement of a parked police monitoring vehicle watching the turn.",
+                "Morning traffic meets alert police reinforcement with the car highlighted greatly in midst deviations caused by barrier lines.",
+                "Neutral colors across the backdrop enhance police appearances where they move carefully regulated amidst adjustments.",
+                "Container-like stacking cones adorn the adjoining space to where marked arrow lights exist near regulation.",
+                "Particular emphasis on community enforcement vibes shows blue police siren shadows extending walkthrough built flats.",
+                "Beyond an ordinary view of bustling traffic emerges the sky-blue emblems signaling vehicular patrolling amidst barriers.",
+                "A sight noticing lower quadrant fits asserting perfection regulatory patrol maintaining passage while comfortably seeing city traffic lanes blending smoothly underneath stripe diverging warrants ultimate.",
+                "Effectuatively orienting movement emanates following clearly constructed road signboards attributing adjustments.",
+                "Amid weaker upusual highlight stands strictly brightest among variations tales transitioning beauties capturing balanced car placements extraordinarily viewed coordinates properly.",
+                "Persuasive authoritative presences evenly position assures amidst the context aligning safe guarding machinery amongst visuals."
+            ],
+            "target_info": "The primary object of interest is located centrally in the image, occupying approximately 10-15% of the visible frame. Its distinct color and markings on each side make it stand out against the urban backdrop.",
+            "description": "公法执角色相关车辆特别拟与路测巡览等搭用场景配置适合控制作用",
+            "image_idx": [
+                1
+            ],
+            "label": "police_vehicle",
+            "llm_prompts_for_generate": [
+                {
+                    "camera": "Forward-facing dashcam view from a vehicle at typical windshield height (about 1.4 m), slightly wide-angle, centered on the roadway with buildings rising on both sides and the work zone occupying the left third of the frame.",
+                    "scene": "A broad downtown avenue runs straight between tall glass-and-stone office towers, with a coned-off construction strip along the left curb that narrows the nearest left lane into a clearly marked taper. Pedestrians wait behind barricades near a bus stop, and traffic continues smoothly toward a distant intersection under changing midday shadows.",
+                    "target": "One marked police vehicle is parked just beyond the start of the cone taper at the edge of the closed-left-lane buffer, occupying about 8–10% of the image in the midground. It is a white-and-black patrol SUV with reflective chevrons, a roof lightbar, and readable side text like “CITY POLICE,” angled parallel to traffic and fully visible."
+                },
+                {
+                    "camera": "Forward-facing autonomous-driving camera at windshield height, slightly right-of-center in the lane, capturing the left-side work zone and a long perspective to the vanishing point.",
+                    "scene": "Near a cluster of commercial storefronts, the left sidewalk is partially blocked by orange barriers and mesh fencing, guiding pedestrians toward a temporary crosswalk. Streetlights cast long late-afternoon streaks across smooth asphalt while vehicles maintain lane discipline around a closure that diverts cars away from the curb lane.",
+                    "target": "Two police vehicles sit in the midground near the construction entrance: one black-and-white sedan ahead and one white patrol SUV behind it, together about 10% of the frame. Both have blue-red lightbars and reflective decals; the sedan faces the same direction as traffic, while the SUV is slightly offset toward the cones with clear visibility."
+                },
+                {
+                    "camera": "Dashcam-like view from a moving car in the center lane, eye-level height, mild wide-angle, with the horizon and tall buildings occupying the upper half of the frame.",
+                    "scene": "A multi-lane city street approaches an intersection with overhead direction signs, while the left lane is closed by a staggered line of cones leading to concrete Jersey barriers. A bike path runs along the right edge separated by bollards, and a few cyclists slow near a driveway entrance as shadows shift under high-rise canyons.",
+                    "target": "One police vehicle, a dark navy van-style patrol unit with reflective yellow striping and a roof lightbar, is positioned at the end of the barrier line in the midground, about 6–8% of the image. It is parked parallel to traffic, nose pointed forward, partially framed by cones but unobstructed and clearly identifiable."
+                },
+                {
+                    "camera": "Forward roadway camera at windshield height, slightly wider field of view showing adjacent lanes and sidewalks, with the left construction zone prominent in the near-to-midground.",
+                    "scene": "In front of an urban landmark plaza, temporary fencing creates a protected pedestrian corridor along the left, while cones form a smooth merge that keeps vehicles away from the work crew’s small excavator. The right curb hosts metered parking and a delivery truck, and a streetlight pole throws crisp morning shadows across lane markings.",
+                    "target": "One police vehicle, a white patrol sedan with black doors, reflective unit numbers on the rear quarter panel, and a red-blue lightbar, is stopped in the buffer space between the cone line and the closed lane, about 7% of the frame. It faces forward with traffic, fully visible in the midground."
+                },
+                {
+                    "camera": "Autonomous-driving front camera view from the right lane at standard height, slightly tilted toward the centerline to include the coned work zone and downtown buildings ahead.",
+                    "scene": "A city entrance corridor funnels cars past a left-side resurfacing project where cones and a portable warning sign create a clear detour into the middle lanes. A bus station shelter sits on the right with people standing behind the curb, and storefront signage reflects in the windows of nearby towers under overcast, diffuse light.",
+                    "target": "Three police vehicles are present: two black-and-white SUVs queued in the midground near the portable sign and one patrol sedan farther ahead near the intersection, together about 10% of the frame. Each has reflective “POLICE” markings and roof lightbars; all are aligned with traffic flow and remain clearly visible."
+                },
+                {
+                    "camera": "Forward-facing dashcam perspective at windshield height, centered in a middle lane, capturing a long straight road with the work zone on the left and curbside parking on the right.",
+                    "scene": "Along a row of office block entrances, the left curb lane is sealed off by cones and water-filled barriers that guide traffic through a gentle chicane. Pedestrians pass a temporary ramp over the sidewalk closure, and a green traffic signal glows ahead while sunlight breaks through clouds, creating patchy highlights on asphalt.",
+                    "target": "One police vehicle, a white patrol SUV with black fenders, reflective side striping, and a visible rear plate like “MPD 4821,” is parked at the start of the chicane in the midground, about 8–9% of the image. It faces forward and sits just inside the buffer behind the first barrier, unobstructed."
+                },
+                {
+                    "camera": "Front-mounted autonomous driving camera at typical height, slightly left-of-center in the travel lane, wide enough to include the left-side cones and the right-side storefronts.",
+                    "scene": "A busy commercial stretch includes a marked bicycle path on the right separated by flexible posts, while the left side hosts an active construction cut with fencing and a temporary pedestrian detour sign. Vehicles slow modestly as the lane narrows, and a streetlight overhead casts a strong diagonal shadow toward the median.",
+                    "target": "One police vehicle, a black-and-white patrol sedan with a roof lightbar and reflective door badge, is stationed in the midground near the construction gate, occupying about 6% of the frame. It is parked parallel to traffic, slightly closer to the cone line than other cars, with clear side markings visible."
+                },
+                {
+                    "camera": "Dashcam view from a car stopped or creeping at low speed, windshield height, centered on the roadway with a clear view of the left work zone and an upcoming intersection.",
+                    "scene": "At the edge of a downtown intersection, the left lane closure continues through the cross street using cones and a temporary barrier that preserves a safe turning radius for right-of-way traffic. A bus pulls into a right-side stop, pedestrians wait behind the curb, and reflected light from glass façades brightens the scene.",
+                    "target": "Two police vehicles are controlling the work area: a white patrol SUV near the crosswalk line and a black-and-white sedan slightly behind it, together about 9–10% of the image. Both face forward with traffic, lightbars off, reflective “POLICE” text readable, with only minor partial occlusion by cones."
+                },
+                {
+                    "camera": "Forward-facing autonomous-driving camera at standard mount height, slightly right-biased framing to capture a broad roadway, cone taper on the left, and parking bays to the right.",
+                    "scene": "A long straight avenue passes tall corporate buildings and a small urban landmark sculpture on a corner plaza. The left sidewalk is narrowed by construction fencing, and cones create a gradual merge out of the curb lane. In the right parking spaces, cars are neatly aligned, and pedestrians cross at a marked zebra crossing further ahead.",
+                    "target": "One police vehicle, a dark blue patrol SUV with reflective white lettering and a roof lightbar, is parked in the midground at the boundary between the closed lane and the open lane, about 7% of the frame. It is aligned with traffic direction, positioned as a shield vehicle, clearly visible from rear three-quarter view."
+                },
+                {
+                    "camera": "Windshield-height dashcam perspective, mild wide-angle, centered on the lane markers with the left-side construction barriers and distant high-rises forming a strong vanishing point.",
+                    "scene": "Under a series of evenly spaced streetlights, a temporary concrete barrier line runs along the left, protecting workers and equipment while diverting vehicles into two through lanes. A pedestrian area on the right includes a café frontage and outdoor seating behind railings, and the sky is hazy, softening contrasts across the street.",
+                    "target": "One police vehicle, a black-and-white patrol pickup-style unit with reflective chevrons on the tailgate and a low-profile lightbar, is stopped in the midground near a gap in the barriers that serves as emergency access. It occupies about 6–8% of the image, facing forward, with markings clearly readable."
+                },
+                {
+                    "camera": "Front-facing autonomous vehicle camera at standard height, slightly left-of-lane-center to emphasize the taper and the police presence near the work zone entrance.",
+                    "scene": "A downtown corridor leads toward an under-construction sidewalk segment where fencing channels pedestrians past a temporary bus stop relocation sign. Cones and a portable arrow board guide cars away from the left edge. Vehicles proceed in orderly lines, and late-morning sun creates alternating bright and shaded bands between tall buildings.",
+                    "target": "One police vehicle, a white patrol sedan with black side panels, reflective “TRAFFIC POLICE” text, and a roof-mounted lightbar, sits beside the portable arrow board in the midground, about 7% of the frame. It is parked parallel to traffic, slightly offset toward the cones, fully visible with clear signage."
+                },
+                {
+                    "camera": "Dashcam-like forward view at windshield height from the center lane, capturing the left-side closed lane and right-side bus station area in balanced proportions.",
+                    "scene": "Near a bus station, the right curb has a pull-in bay with a bus dwelling while passengers stand behind tactile paving. The left lane remains closed with cones and barrier panels around a roadwork trench, creating a safe buffer. A few cars pass steadily, and overhead signage and streetlights frame a cool, cloudy afternoon.",
+                    "target": "Two police vehicles, both black-and-white SUVs with reflective decals and roof lightbars, are positioned in the midground: one closer to the trench and one further ahead near the bus bay exit, together about 10% of the image. They face the same direction as traffic and are unobstructed except for cone edges."
+                },
+                {
+                    "camera": "Forward-facing autonomous driving camera mounted near the windshield, slightly wide field of view showing adjacent roadways and a branching right-turn lane ahead.",
+                    "scene": "A split roadway appears where a right-turn slip lane leads to an inner-city side street, while construction on the left blocks the curb lane and forces a merge before the split. Temporary yellow lane lines and cones clarify the new path. Pedestrians wait behind barricades near a crosswalk, and a parking garage entrance is visible on the right.",
+                    "target": "One police vehicle, a dark navy patrol sedan with reflective striping and a roof lightbar, is parked in the midground at the start of the split, occupying about 6–7% of the frame. It is aligned with the through-lane direction, acting as a visible deterrent, with clear side markings and no major occlusion."
+                },
+                {
+                    "camera": "Dashcam perspective at standard height, slightly right offset in the lane, capturing the left-side barrier wall and a long canyon of high-rise buildings.",
+                    "scene": "On a smooth multi-lane avenue, the left side features tall concrete barriers topped with orange reflective panels, protecting a resurfacing operation. The right sidewalk has office lobbies and commercial entrances with people walking in small groups. Evening light glints off windows, while traffic remains orderly and spaced, moving toward a distant signal.",
+                    "target": "Three police vehicles form a staggered presence in the midground-to-background: two white-and-black SUVs near the barrier start and one patrol sedan farther ahead, together about 10% of the frame. All have reflective “POLICE” lettering and roof lightbars; they face forward in the same direction as traffic and remain clearly distinguishable."
+                },
+                {
+                    "camera": "Front-mounted autonomous driving camera at windshield height, centered on the lane with the left construction taper starting in the near foreground.",
+                    "scene": "A work zone begins abruptly near a commercial establishment with loading bays, so cones start in the near foreground and quickly narrow the left lane into the center. A temporary speed advisory sign stands on the left sidewalk behind fencing, and a streetlight pole and overhead cables cast thin shadows. Cars keep safe gaps as they merge smoothly.",
+                    "target": "One police vehicle, a black-and-white patrol SUV with reflective rear chevrons and a visible unit number like “K-19” on the rear window, is parked in the midground at the first major merge point, about 8% of the image. It faces forward, positioned just inside the buffer, fully visible and clearly marked."
+                },
+                {
+                    "camera": "Windshield-height dashcam view, slightly left-of-center framing to include the construction barriers, emergency access gap, and a distant intersection under tall buildings.",
+                    "scene": "Between high-rise office blocks, cones and metal barricades create a protected emergency vehicle access point into the construction area, with a clearly marked opening and a worker-only sign. The right side shows a line of parked cars and a bike rack near a storefront. Light rain darkens the pavement, adding reflections from signals and windows.",
+                    "target": "Two police vehicles are stationed by the emergency access opening: a white patrol sedan closest to the gap and a black-and-white SUV just behind it, together about 9% of the frame. Both have reflective decals and roof lightbars, aligned with traffic direction, and remain sharp and clearly visible despite wet-road reflections."
+                },
+                {
+                    "camera": "Forward-facing autonomous-driving camera at typical mount height, centered in the through lane with a slight downward angle emphasizing lane markings and cone spacing.",
+                    "scene": "A downtown streetlight corridor includes a left-side sidewalk reconstruction area where fencing narrows the pedestrian path and cones guide vehicles away from the curb. A bus stop sign and shelter sit to the right, and a delivery cart is visible near a shop entrance. The sky is bright but diffused, giving soft shadows and realistic urban contrast.",
+                    "target": "One police vehicle, a white patrol SUV with black side graphics, reflective “POLICE” text, and a roof lightbar, is positioned midground near the front edge of the cone taper, occupying about 7% of the image. It faces forward, parked close to the cone line as a barrier vehicle, fully visible with clear markings."
+                },
+                {
+                    "camera": "Dashcam perspective at windshield height from a vehicle in the left-most open lane, slightly angled toward the center to show the closed lane and the police vehicle guarding it.",
+                    "scene": "Adjacent roadways converge as an oncoming-separated median ends and lane markings transition near a construction segment. The left curb lane is closed with cones and temporary yellow striping, guiding traffic to continue straight. Pedestrians stand behind fencing near a commercial building entrance, and sunlight creates sharp contrasts between shaded façades and bright asphalt.",
+                    "target": "One police vehicle, a black-and-white patrol sedan with reflective door insignia and a roof lightbar, is parked in the midground at the transition where the median ends, about 6–8% of the frame. It is aligned with the straight-through traffic direction, partly bordered by cones but not obscured, clearly identifiable."
+                },
+                {
+                    "camera": "Front-mounted autonomous driving camera at standard height, slightly right-shifted composition to include nearby parking spaces and the left-side work zone in one frame.",
+                    "scene": "A section of street beside nearby parking spaces shows cars entering and exiting a garage, while the left side is constrained by construction barriers and cones that carve out a protected work strip. Streetlights and signage poles line the median, and a few pedestrians move along the right sidewalk behind curbside railings. The road remains dry under bright midday light.",
+                    "target": "Two police vehicles occupy the midground near the start of the protected work strip: one white patrol SUV and one black-and-white patrol sedan, together about 10% of the image. Both have reflective striping and roof lightbars; they face forward in the same direction as traffic, positioned to block entry into the closed lane, clearly visible."
+                },
+                {
+                    "camera": "Dashcam-like forward view from the center lane at windshield height, wide enough to capture a bus station, bicycle path separators, and the left construction diversion.",
+                    "scene": "Near a bus station and commercial block, the right side includes a separated bicycle path with flexible bollards, while the left has a coned-off construction trench running parallel to traffic. A temporary arrow sign indicates a merge, and vehicles maintain steady spacing. Early evening light reflects off shop windows and damp patches near a storm drain.",
+                    "target": "One police vehicle, a dark blue patrol SUV with reflective “METRO POLICE” lettering and a roof lightbar, is parked midground adjacent to the temporary arrow sign, occupying about 7% of the frame. It is oriented straight with traffic flow, slightly angled toward the closed lane to reinforce the diversion, fully visible and crisp."
+                },
+                {
+                    "camera": "Forward-facing autonomous driving camera at typical windshield mount height, centered on lane lines with a strong vanishing point through tall buildings and the work zone on the left.",
+                    "scene": "A long inner-city stretch features construction indicators along the left sidewalk, including cones, barriers, and a temporary pedestrian detour that routes people behind fencing. Traffic flows toward a far intersection where signals glow faintly, and streetlights line the curb. The lighting is cool and overcast, producing soft shadows and clear visibility of road markings.",
+                    "target": "One police vehicle is centrally prominent in the midground, occupying about 10% of the frame: a white-and-black patrol SUV with reflective decals, a roof lightbar, and a readable rear plate like “CPD 7392.” It is parked parallel to traffic near the construction buffer, facing forward and clearly visible with minimal occlusion from cones."
+                }
+            ]
+        }
+    ],
+    "camera": "From less evidently deviated viewpoint reflective photographs besides externally mounted point nearer installation heights possibly maintain here visibly by slightly wide lanes occupying partial transition time zone constructed nicely aligned adjustable contextual.",
+    "core_areas": [
+        "construction site",
+        "multi-lane street",
+        "sidewalk",
+        "intersection",
+        "buildings"
+    ],
+    "expand_areas": [
+        "adjacent roadways",
+        "urban landmarks",
+        "pedestrian areas",
+        "streetlights",
+        "nearby parking spaces",
+        "city entrances",
+        "emergency vehicle access points",
+        "bicycle paths",
+        "commercial establishments",
+        "bus stations"
+    ],
+    "prompt_image_descriptions": [
+        "The image showcases a broad urban street scene lined with construction indicators along the left sidewalk, while tall commercial buildings frame the setting. Towards the middle of the graphic, the street's trajectory leads to a vanishing point emphasizing inner-city architecture and organized vehicular traffic flows."
+    ],
+    "task_name": "施工警车检测",
+    "task_type": "detection"
+}

batch_results/ROADWork_tra_based_wbbox/police_vehicle/minneapolis_7b1341474fb249cfaf76877d3fdfab27_000002_08220_wbbox_userintent_result.json

@@ -0,0 +1,153 @@
+{
+    "camera": "The camera is likely positioned inside a vehicle on the road, approximately 1.5 meters above the ground, at a forward-facing angle parallel to the road. The captured field includes the road, construction area, and surrounding buildings.",
+    "expand_areas": [
+        "Extended construction site areas",
+        "Adjacent pedestrian walkways",
+        "Building entry points",
+        "Parking areas",
+        "Nearby intersections",
+        "Bus stops",
+        "Traffic signs and signals",
+        "Adjacent building fronts",
+        "Underground utility areas",
+        "Commercial zones"
+    ],
+    "is_qualified": true,
+    "targets": [
+        {
+            "name": "警车",
+            "prompts": [
+                "police vehicle",
+                "law enforcement car"
+            ],
+            "prompts_for_generate": [
+                "The image shows a police vehicle parked alongside the road. It has a black-and-white paint scheme with 'POLICE' written on the side. The vehicle has emergency lights mounted on top, with some equipment visible through the windows. It is located near a construction area and other vehicles.",
+                "The police car depicted is part of a crowded urban area, with tall buildings surrounding it. The vehicle is the focus of the frame, parked near orange barriers. The paint scheme and markings indicate its role for law enforcement purposes.",
+                "Close-up views of a police car under diverse lighting conditions. The distinctive markings along with the emergency light attachments indicate its use by law enforcement personnel.",
+                "..."
+            ],
+            "target_info": "The police vehicle is a black-and-white marked car, equipped with emergency lights and law enforcement insignia. It is positioned near a construction zone with barriers and cones, at a distance making it clearly visible without occupying the central frame.",
+            "description": "专门用于警方任务的车辆，通常有明显标记和警示灯。",
+            "image_idx": [
+                1
+            ],
+            "label": "police_vehicle",
+            "llm_prompts_for_generate": [
+                {
+                    "scene": "On a wide downtown boulevard with four lanes in each direction, the rightmost lane is partially closed by orange cones, water-filled barriers, and a temporary arrow board guiding traffic left. Glass office buildings cast sharp morning shadows, and a crane swings over a fenced excavation beside the sidewalk.",
+                    "target": "One black-and-white police sedan with reflective door decals reading “CITY POLICE,” a low-profile lightbar, and a front plate similar to “A7P-381.” It sits on the closed right lane shoulder beside the barrier line, midground, about 6% of the image, angled parallel to traffic and fully visible.",
+                    "camera": "Forward-facing dashcam view from inside a moving car, about 1.5 m high, centered in the open lane, looking straight ahead with the construction zone and police car on the right side of the frame."
+                },
+                {
+                    "scene": "At a busy intersection near commercial storefronts, the curb lane is diverted around a trench covered by steel plates. Cones form an S-shaped taper, and a temporary pedestrian detour sign routes walkers behind a mesh fence. Late-afternoon sun warms the building facades while traffic queues at the signal.",
+                    "target": "Two police vehicles: black-and-white marked SUVs with roof lightbars and reflective striping, each showing “POLICE” on the tailgate. They are parked nose-to-tail along the cone-protected work edge near the intersection stop line, midground, together about 8% of the frame, aligned with the lane direction and unobstructed.",
+                    "camera": "Dashcam perspective at car height, approaching the red light in the through lane; wide field shows the intersection ahead, tapering cones, and the police SUVs on the right near the work zone."
+                },
+                {
+                    "scene": "A long straight arterial passes mid-rise apartments and office lobbies, with a bus stop shelter on the right. The sidewalk edge is fenced for utility work, and cones separate a narrow temporary bike detour from the active lane. Overcast light softens shadows and wet pavement reflects traffic signals.",
+                    "target": "One black-and-white police hatchback with a blue-and-red lightbar and reflective chevrons on the rear bumper, plate resembling “D92-KLM.” It is stopped just beyond the bus stop within the coned-off shoulder, midground at roughly 5% scale, oriented forward with traffic, partly framed by the shelter but clearly identifiable.",
+                    "camera": "Forward dashcam from a vehicle traveling in the right through lane at ~1.5 m height, slightly right-biased framing to include the bus stop and fenced construction area."
+                },
+                {
+                    "scene": "Near a building entry plaza with planters and small trees, roadwork narrows the right lane using stacked plastic barriers and a temporary “KEEP LEFT” sign. A worker in a high-visibility vest stands behind the fence, and a delivery van merges smoothly left. Bright midday light creates crisp reflections on windows.",
+                    "target": "One police vehicle, a black-and-white marked sedan with “METRO POLICE” text and a silver push bumper, lightbar off. It is parked in the closed right lane just before the “KEEP LEFT” sign, midground about 6% of the image, parallel to lane markings, fully visible with clear side profile.",
+                    "camera": "Centered dashcam view from a moving car in the adjacent open lane, 1.5 m high, looking forward with the barrier taper on the right and building plaza in the background."
+                },
+                {
+                    "scene": "A downtown stretch under elevated utility lines shows an extended construction site with a deep excavation behind metal fencing. Cones and delineator posts create a long taper closing the outer lane, while a temporary speed limit sign stands near the start of the closure. Evening shadows lengthen across the asphalt.",
+                    "target": "Three police vehicles: black-and-white marked sedans with roof lightbars and reflective door badges, plates varying like “H3N-204,” “R5T-919,” and “M8V-662.” They are spaced along the closed outer lane beside the fence line, midground to far midground, each about 2–4% of frame, aligned with traffic and clearly visible.",
+                    "camera": "Forward-facing autonomous-driving dashcam at ~1.5 m height, traveling in the inner open lane; wide view shows the long cone taper and multiple police cars along the right-side closure."
+                },
+                {
+                    "scene": "At a nearby intersection with dedicated turn lanes, construction blocks the right-turn pocket using cones and a portable barrier gate. Pedestrians wait at the crosswalk behind a temporary orange sign, and a crane rises between buildings in the distance. The sky is clear, producing strong highlights on vehicles.",
+                    "target": "One black-and-white police SUV with bold “POLICE” lettering, tinted windows, and a roof lightbar. It is positioned at the mouth of the blocked right-turn lane, midground about 7% of the frame, facing forward in the correct direction, acting as a visible buffer in front of the portable barrier, unobstructed.",
+                    "camera": "Dashcam view from a car stopped or slowly rolling in the through lane, 1.5 m high, aimed toward the intersection; the blocked turn pocket and police SUV appear to the right of center."
+                },
+                {
+                    "scene": "A commercial zone road passes loading bays and a parking garage entrance. The curb lane is temporarily converted into a work staging area with pallets, cones, and a mesh fence, while traffic continues in two open lanes. Light rain creates glossy reflections from traffic lights and storefront signage.",
+                    "target": "One police vehicle, a black-and-white marked sedan with reflective side stripes and a small roof lightbar, license similar to “J61-PTQ.” It is parked near the parking garage entry, within the coned staging lane, midground around 5% of image, aligned with traffic and clearly visible despite rain sheen.",
+                    "camera": "Forward dashcam from a moving vehicle in the nearest open lane, 1.5 m height, slightly wide framing to include the garage entrance and the coned-off staging area on the right."
+                },
+                {
+                    "scene": "On a broad boulevard bordered by office towers, an underground utility access area is marked by steel plates and surrounded by cones. Temporary concrete barriers protect a narrow work pit, and a flagger stands behind the barrier line. Soft morning haze reduces contrast in the far distance.",
+                    "target": "One black-and-white police SUV with a prominent grille guard, “CITY POLICE” door seal, and roof lightbar. It is stopped beside the concrete barriers at the utility access area, midground about 6% of the frame, oriented forward with traffic, fully visible with clear markings and reflective elements.",
+                    "camera": "Forward-facing dashcam at ~1.5 m height, traveling straight in the adjacent open lane; composition keeps the utility work zone and police SUV on the right third of the image."
+                },
+                {
+                    "scene": "A section near a bus stop and crosswalk has temporary lane markings guiding vehicles around resurfacing work. Cones form a smooth taper and a portable message board flashes a lane-closure warning. Buildings cast alternating bands of shadow across the road, and a cyclist uses the protected detour lane.",
+                    "target": "Two police vehicles: black-and-white sedans with roof lightbars and reflective “POLICE” text on the trunks. They are parked diagonally within the closed curb lane behind the taper end, midground about 8% combined, angled slightly toward the barrier line while still respecting lane direction, both clearly visible.",
+                    "camera": "Dashcam view from a car proceeding through the open center lane, 1.5 m high, aimed forward; the taper, message board, and police sedans occupy the right side of the frame."
+                },
+                {
+                    "scene": "At a dense building front with cafés and office entrances, sidewalk fencing redirects pedestrians through a narrow corridor. The road’s right lane is closed by cones leading into a barrier-protected excavation. Golden-hour sunlight illuminates dust in the air, and long shadows stretch from bollards and trees.",
+                    "target": "One black-and-white police sedan with reflective blue striping, “DOWNTOWN POLICE” text, and a roof lightbar; plate resembling “P4C-770.” It is parked just past the cone taper at the start of the barrier line, midground around 6% of frame, parallel to traffic and unobstructed, serving as a visible work-zone guard.",
+                    "camera": "Forward dashcam from a vehicle in the left open lane, 1.5 m high, slightly left-offset framing that still captures the work-zone closure and police sedan along the right curb lane."
+                },
+                {
+                    "scene": "A nearby intersection connects to a side street where construction trucks enter a fenced site. Cones and a temporary stop sign control the side-street exit, and a portable barrier blocks one lane near the corner. Overcast skies create even lighting, with muted colors on buildings and signage.",
+                    "target": "One police vehicle, a black-and-white marked SUV with reflective rear chevrons and “POLICE” tailgate lettering. It is positioned at the corner near the side-street exit, midground about 7% of image, facing straight along the main road direction, clearly visible and not obstructing the active through lane.",
+                    "camera": "Dashcam at ~1.5 m height approaching the intersection in the through lane; wide forward view includes the side-street mouth, barrier placement, and the police SUV near the corner."
+                },
+                {
+                    "scene": "On a long corridor of mid-rise buildings, the right curb lane is closed for sidewalk reconstruction with stacked barriers and cones, leaving a clear buffer between workers and traffic. A small greenery patch and streetlights line the median. The pavement is dry, and midday sun produces bright specular highlights.",
+                    "target": "One black-and-white police sedan with a roof lightbar, reflective badge decals, and “POLICE” on the rear quarter panel, plate like “W8L-513.” It is parked within the closed lane beside the stacked barriers, midground around 5% of frame, aligned forward, fully visible with crisp contrast against orange cones.",
+                    "camera": "Forward dashcam perspective from a moving car in the adjacent open lane, 1.5 m high, straight-ahead view emphasizing lane lines, median, and the closed-lane police sedan on the right."
+                },
+                {
+                    "scene": "A commercial block features a recessed building entry and a small parking area marked by painted arrows. Construction fencing extends along the curb, and cones guide vehicles away from a temporary curb cut. Reflections from large glass windows show passing cars, and a light breeze moves hanging banners.",
+                    "target": "Two police vehicles: black-and-white marked sedans with low-profile lightbars and reflective “POLICE” door lettering. They are parked side-by-side within the coned-off shoulder near the parking entrance, midground about 8% combined, facing forward with traffic, clearly visible with minimal occlusion from cones.",
+                    "camera": "Dashcam view from the through lane at ~1.5 m height, looking forward; framing includes the parking entrance on the right and both police sedans guarding the construction boundary."
+                },
+                {
+                    "scene": "An extended construction site runs along the right side of a multi-lane avenue, with tall mesh fencing and warning signs posted every few meters. Cones create a continuous taper and a temporary barrier opening allows a work truck to enter. Late-day light creates alternating sunlit and shaded sections.",
+                    "target": "One black-and-white police SUV with roof lightbar and reflective striping, “HIGHWAY PATROL” style text, plate like “Z19-4KR.” It is stopped near the barrier opening to the site, midground around 6% of frame, oriented forward and fully visible, positioned as a protective buffer between traffic and the entrance gap.",
+                    "camera": "Forward-facing dashcam from a vehicle traveling in the lane closest to the closure, 1.5 m high, with the police SUV and barrier opening captured on the right third of the view."
+                },
+                {
+                    "scene": "Near a bus stop and traffic signal, roadwork repairs a manhole area with fresh asphalt patches. Cones surround the patch, and a small temporary sign indicates reduced speed. Pedestrians stand back on the sidewalk behind a railing, and the sky is bright with thin clouds.",
+                    "target": "One police vehicle, a black-and-white marked sedan with a roof lightbar and reflective “POLICE” trunk text, plate resembling “C21-YNB.” It is parked just beyond the asphalt patch within the coned perimeter edge, midground about 5% of image, aligned with lane direction, fully visible and clearly separated from pedestrians.",
+                    "camera": "Dashcam view from a car approaching the signal in the open lane, 1.5 m height; forward framing keeps the cone-marked patch and police sedan on the right side with buildings in background."
+                },
+                {
+                    "scene": "A downtown avenue passes an active building renovation with scaffolding and a crane visible above rooftops. The right lane is closed by concrete barriers and cones, guiding cars left with clear arrow markings. Sunlight filters between buildings, creating high contrast and deep shadows near the barrier base.",
+                    "target": "Three police vehicles: black-and-white marked SUVs with roof lightbars and reflective side decals. They are staged along the barrier line at intervals in the closed lane, midground to far midground, each about 2–4% of the frame, all facing forward, clearly visible with strong contrast against the barriers.",
+                    "camera": "Forward dashcam at ~1.5 m height, moving steadily in an open lane; wide view emphasizes the long barrier run, scaffolding overhead, and multiple police SUVs on the right."
+                },
+                {
+                    "scene": "At a nearby intersection with a marked crosswalk, a temporary pedestrian walkway is created using barricades along the curb. Cones close the rightmost lane leading up to the intersection, and a portable signal controller box sits behind the fence. The road surface is slightly damp after recent rain.",
+                    "target": "One black-and-white police sedan with reflective blue striping, a roof lightbar, and “POLICE” on both doors, plate like “N7D-058.” It is positioned before the crosswalk within the closed lane, midground about 6% of image, aligned with traffic and fully visible, acting as a buffer to protect the pedestrian corridor.",
+                    "camera": "Dashcam view from a vehicle slowing toward the intersection, 1.5 m high, forward-facing; the police sedan appears to the right of center with crosswalk and barricades clearly in frame."
+                },
+                {
+                    "scene": "A commercial zone street includes a driveway to an underground parking area and a row of storefront signs. Construction barriers protect a trench near the curb, and cones guide vehicles to maintain a safe offset. The lighting is flat under cloudy skies, and the scene feels busy but orderly.",
+                    "target": "Two police vehicles: black-and-white marked sedans with roof lightbars and reflective “CITY POLICE” text. They are parked staggered within the closed curb lane near the driveway, midground about 7% combined, both facing forward, clearly visible with cone spacing that explains the lane closure.",
+                    "camera": "Forward-facing dashcam at ~1.5 m height from a moving car in the nearest open lane; framing captures the driveway, storefronts, and the staggered police sedans along the right-side closure."
+                },
+                {
+                    "scene": "A long straight road bordered by office buildings shows extended utility work with multiple fenced segments and warning signs. Cones form repeated tapers around narrowed sections, and a temporary lane line is painted to guide vehicles. Early morning light creates a cool tone with soft shadows.",
+                    "target": "One police vehicle, a black-and-white marked SUV with reflective rear chevrons, roof lightbar, and side badge emblem, plate resembling “K5R-210.” It is parked at the start of a cone taper in the closed right lane, midground around 5% of the frame, oriented forward and fully visible as the first warning buffer.",
+                    "camera": "Dashcam viewpoint from inside a car at ~1.5 m height, centered in the open lane, looking forward; the start of the taper and the police SUV are prominent on the right side."
+                },
+                {
+                    "scene": "Near building fronts with recessed entrances and a small landscaped strip, construction crews repave the curb lane using barriers and cones. A temporary “ROAD WORK AHEAD” sign stands near the sidewalk, and vehicles pass smoothly in the remaining lanes. Late afternoon sun creates warm highlights on the barrier tops.",
+                    "target": "One black-and-white police sedan with a roof lightbar, reflective “POLICE” markings, and a front plate like “B6X-742.” It is stopped within the coned-off curb lane beside the “ROAD WORK AHEAD” sign, midground about 6% of image, aligned with traffic and clearly visible, with cones partially in front but not obscuring markings.",
+                    "camera": "Forward-facing dashcam at ~1.5 m height from a moving vehicle in the adjacent open lane; framing includes the warning sign, coned closure, and police sedan on the right with buildings extending ahead."
+                }
+            ]
+        }
+    ],
+    "task_type": "detection",
+    "core_areas": [
+        "Road lanes",
+        "Construction site",
+        "Pedestrian crossings",
+        "Buildings along the street",
+        "Vehicles on the road"
+    ],
+    "prompt_image_descriptions": [
+        "The image displays a broad urban road with multiple lanes, surrounded by mid-rise buildings. There is a construction area secured with cones and barriers on one side. The camera angle shows vehicles moving, including a police car positioned on the side. The background includes cranes and infrastructure work on tall edifices."
+    ],
+    "suggestion": "",
+    "task_name": "警车检测",
+    "world_model": "The scene in the image portrays an urban road possibly in a downtown or near-commercial area. Visible elements include a broad multi-lane road, construction areas bordered by barriers and cones, surrounding buildings forming a dense infrastructure belt, and traffic signals. Expanding outwards include pedestrian walkways, small greenery patches, adjacent intersections connecting to other roads, and building entry areas serving differing functions such as commercial offices."
+}

batch_results/ROADWork_tra_based_wbbox/police_vehicle/philadelphia_1b840ba13539483cac9db9f30a6047f6_000002_13500_wbbox_userintent_result.json

@@ -0,0 +1,170 @@
+{
+    "core_areas": [
+        "道路",
+        "建筑立面",
+        "行车道",
+        "车道内车辆",
+        "施工区域"
+    ],
+    "expand_areas": [
+        "人行道",
+        "临街商铺",
+        "停车区域",
+        "施工器材区域",
+        "街道两旁树木",
+        "交通标志区域",
+        "观察塔或高楼平台",
+        "街头设施区域",
+        "垃圾收集点",
+        "信号灯区域"
+    ],
+    "suggestion": "",
+    "targets": [
+        {
+            "label": "police_vehicle",
+            "name": "警车",
+            "prompts": [
+                "police vehicle",
+                "law enforcement vehicle",
+                "police cruiser"
+            ],
+            "prompts_for_generate": [
+                "The police vehicle is parked along a city street in an industrial area. It features a distinctive white body with blue markings and emergency lights mounted on the roof.",
+                "A scene displaying a law enforcement vehicle stationed near an intersection, its bright reflective decals indicating service authenticity.",
+                "The image shows a police cruiser idle along a roadway, possibly engaged in surveillance or traffic monitoring operations.",
+                "Captured here is a law enforcement SUV equipped with light bars, designed for urban patrol in bustling metropolitan areas.",
+                "A city patrol car with visible police insignias and flashing lights is positioned near the pedestrian crossing area.",
+                "Shown is a typical police vehicle marked with department logos, parked next to other cars in a downtown scenario.",
+                "An urban street scene with a visible police car on the right edge, parked alongside curbs and open pavement areas.",
+                "A law enforcement automobile stationed in a city environment, showcasing emergency lighting systems ready for activation.",
+                "Several images of marked police patrol vehicles, placed strategically near city traffic and pedestrian zones.",
+                "The picture illustrates a clean and operational police cruiser, aligning appropriately along side roads within the urban landscape.",
+                "Depicted is a state police sedan parked in a public-facing scenario, bearing systematic badge marking along the windshield.",
+                "An urban metropolitan command vehicle idle at a scenic perspective during the daylight hours, stationed without immediate movement.",
+                "This shadow-lit photograph highlights a police cruiser with a side view clarity, representing law enforcement readiness.",
+                "A striking image of a modern police patrol vehicle positioned crucially within city-wide traffic congestion points.",
+                "The police SUV stands amidst constructions and urban vehicular flows, marked evidently with departmental logos.",
+                "Image features a patrol car set amidst diverse street-level activities, blending operational utility with public accessibility.",
+                "Capturing a law enforcement transit vehicle stationed amidst ongoing city patrol routes during peak hours.",
+                "The featured police sedan showcases structurally light and visibility details assigned strategically for enforcing routine.",
+                "Urban capture emphasizing an official cruiser in residential-styled street lines.",
+                "A photograph aligning city zones with law enforcement present, evident in the branded cruiser among construction barrels."
+            ],
+            "target_info": "The police vehicle depicted in the scene has a visibly marked white exterior with blue text and insignias on its side, including emergency lights mounted on the roof. It is positioned within the scene near the right-hand curb, adjacent to the metropolitan street area, and occupies a key 5% of the image space overall to assist visual detection requirements.",
+            "description": "用于维持治安的特殊设计车辆，通常具备警示灯及警徽标志。",
+            "image_idx": [
+                1
+            ],
+            "llm_prompts_for_generate": [
+                {
+                    "camera": "Forward-facing autonomous-driving camera mounted about 2.5 m high near the center of the ego vehicle, looking straight down the right-hand lane with a wide angle that includes curb, sidewalk, and mid-distance intersection.",
+                    "scene": "A sunny downtown corridor is partially narrowed by roadwork on the right, where orange cones and a temporary metal fence guide traffic left. Glass-and-brick storefronts cast sharp shadows onto the sidewalk, pedestrians wait near a crosswalk, and moving cars continue through the open lane toward a green signal.",
+                    "target": "One marked police vehicle is parked parallel to the right curb at the edge of the construction taper, occupying about 6% of the frame in the mid-foreground. It is a white sedan with blue reflective “POLICE” lettering, a city badge on the front door, and a red-blue roof lightbar facing forward, fully visible."
+                },
+                {
+                    "camera": "Dashcam-style view at roughly 2.2 m height, slightly right-of-center in the lane, angled forward so the right curb and cone line dominate the lower-right while tall buildings fill the upper frame.",
+                    "scene": "In bright midday light, a work zone blocks the curbside parking area with cones, sandbags, and stacked barrier panels. A retail strip with awnings runs along the sidewalk, a garbage pickup point sits near a lamppost, and two workers in vests confer beside a portable sign while traffic flows smoothly in the left lane.",
+                    "target": "Two police vehicles are present: the primary is a white SUV with blue striping and reflective department crest, parked nose-to-tail behind a second white sedan. They sit along the right curb just outside the fenced work area, mid-ground, taking about 8% total image area; both face the direction of traffic, lightbars unlit but clearly visible."
+                },
+                {
+                    "camera": "Autonomous vehicle camera at ~2.8 m height, centered, with a slightly elevated forward view capturing the next intersection and the construction channelization on the right.",
+                    "scene": "Late-afternoon sun creates long shadows across an urban avenue lined with trees in sidewalk planters. Cones and a water-filled barrier redirect vehicles away from fresh asphalt near the curb. A pedestrian exits a shop doorway, a cyclist waits behind the stop line, and overhead signals hang above the intersection ahead.",
+                    "target": "One police vehicle, a white sedan with blue “CITY POLICE” text and reflective chevrons on the rear bumper, is stopped near the right curb at the start of the cone taper. It occupies about 5% of the frame in the mid-ground, oriented forward with its right side closest to the camera, mostly unobstructed."
+                },
+                {
+                    "camera": "Front windshield perspective around 2.4 m high, slightly left within the lane, pointing forward so the open travel lane and the right-side work zone are both visible in balanced proportions.",
+                    "scene": "Under clear skies, a temporary traffic control setup uses cones and a portable arrow board to close the curb lane near storefront loading bays. Parked cars are absent within the closure, but moving vehicles pass steadily in the remaining lane. A street sign cluster and bus stop shelter add dense street furniture near the sidewalk.",
+                    "target": "One police vehicle is parked within the closed curb lane just behind the arrow board, mid-foreground, about 7% of the image. It is a white police SUV with blue reflective side text “POLICE,” a gold shield emblem, black push bumper, and roof lightbar; it faces forward, aligned with lane direction, fully readable."
+                },
+                {
+                    "camera": "Wide-angle autonomous-driving camera at ~2.6 m height, centered and aimed forward, capturing the right curb, cone channel, and distant buildings without extreme tilt.",
+                    "scene": "A downtown block shows active construction equipment staged behind a metal barricade: stacked cones, a compressor trailer, and caution tape fluttering in light wind. Sunlight reflects off high-rise windows, while pedestrians walk past shop windows on the left sidewalk. Traffic lights ahead cycle, and cars queue calmly at the stop line.",
+                    "target": "One police vehicle sits at the right curb beside the barricade, mid-ground, occupying about 5% of the frame. It is a white sedan with blue stripe, reflective “POLICE” on the rear door, and a roof lightbar; the car is oriented straight ahead, with the passenger side visible and only minor cone overlap at the tires."
+                },
+                {
+                    "camera": "Forward road-facing camera about 2.3 m high, slightly right-offset, giving a clear view of the curbside work zone and the open through lane to the left.",
+                    "scene": "Clouds soften the light in a commercial street where a construction zone protects a utility trench near the curb. Cones form a neat S-shaped taper, and a temporary ‘ROAD WORK AHEAD’ sign stands near a tree. A few pedestrians wait outside a café, and vehicles proceed slowly toward a flashing yellow signal at the next block.",
+                    "target": "One police vehicle is positioned at the end of the taper as a blocker, mid-foreground, about 6% of the image. It is a white police sedan with blue reflective lettering, a departmental crest, and a red-blue lightbar; it faces forward with the rear quarter slightly angled toward the camera, clearly identifiable."
+                },
+                {
+                    "camera": "Autonomous driving viewpoint from ~2.7 m height, centered, looking straight ahead with enough vertical field to include overhead signals and the tops of nearby buildings.",
+                    "scene": "In early morning light, long shadows from street trees stretch across a downtown lane where curbside paving work is underway. A fenced equipment area contains stacked steel plates and buckets, while cones guide traffic away from the curb. A few commuters cross at the far intersection under a pedestrian signal countdown.",
+                    "target": "One police vehicle, a white SUV with blue striping and reflective ‘POLICE’ decals, is parked parallel to the right curb beside the fenced equipment area. It occupies roughly 5% of the frame in mid-ground, oriented in the same direction as traffic, roof lightbar visible and unobstructed by pedestrians."
+                },
+                {
+                    "camera": "Forward-facing dashcam around 2.5 m high, slightly left-of-center, capturing the open lane and the right-side construction closure with minimal roll.",
+                    "scene": "A busy retail street shows a temporary closure of the curb lane using cones, plastic delineators, and a portable barrier at a driveway. Storefront signs and window displays line the sidewalk, and a garbage collection point with bins sits near a hydrant. Vehicles pass in the remaining lane, maintaining safe spacing.",
+                    "target": "One police vehicle is parked inside the closed curb lane near the driveway barrier, mid-foreground, about 7% of image area. It is a white sedan with blue “POLICE” lettering and a reflective badge on the front door, black steel wheels, and a roof lightbar; it faces forward and is fully visible."
+                },
+                {
+                    "camera": "Autonomous vehicle camera at ~2.4 m height, centered, oriented forward with a wide urban field of view including sidewalks and the right curb staging area.",
+                    "scene": "Midday sun illuminates an intersection approach where construction workers have set up a protected staging zone with cones, caution tape, and stacked barricades. A tall building’s shadow cuts across the road, and pedestrians wait near a corner shop. Cars queue at a red light, leaving the work zone undisturbed.",
+                    "target": "One police vehicle is stopped near the right curb just before the intersection, acting as a presence vehicle beside the cone line. It occupies about 5% of the frame in the mid-ground, a white SUV with blue reflective ‘POLICE’ text and city seal, roof lightbar facing forward, clearly readable."
+                },
+                {
+                    "camera": "Front-facing camera about 2.9 m high, slightly right-of-center, looking forward to include a distant high-rise balcony/observation platform and the full cone taper on the right.",
+                    "scene": "In crisp afternoon light, a downtown avenue passes beneath tall buildings with a visible rooftop platform and railings. The right curb lane is closed with cones leading into a fenced construction pocket containing rebar bundles and a small mixer. Street signs and a signal mast stand at the corner, while traffic continues left of the taper.",
+                    "target": "One police vehicle is parked at the beginning of the fenced pocket, mid-foreground, about 6% of the image. It is a white sedan with blue stripe, reflective “POLICE DEPARTMENT” text, and a roof lightbar; the car faces forward, positioned tight to the curb, fully visible against the cones."
+                },
+                {
+                    "camera": "Dash-mounted autonomous camera at ~2.2 m height, centered, capturing the right sidewalk, storefronts, and the work-zone barrier line extending into the distance.",
+                    "scene": "Overcast skies create even lighting on a city street where construction barriers protect a sidewalk repair zone. Cones and a low plastic fence separate the work area from the travel lane. A pedestrian carries a bag past a closed shop gate, and a delivery van moves ahead in the open lane toward a green light.",
+                    "target": "One police vehicle sits beside the barrier line near the right curb, mid-ground, occupying around 5% of the frame. It is a white police SUV with blue reflective markings and a silver badge emblem, roof lightbar and side mirror visible; it faces forward and remains clear despite nearby fence posts."
+                },
+                {
+                    "camera": "Forward road-view camera at ~2.6 m height, slightly left-offset, aimed down the lane so the right curb and cone channel appear in the lower-right foreground.",
+                    "scene": "Golden-hour sunlight glints off shop windows and creates warm reflections on wet-looking pavement patches near a utility work site. Cones and a temporary ‘LANE CLOSED’ sign push cars left. A small cluster of pedestrians stands near a bus stop, and trees along the sidewalk sway lightly, casting patterned shadows.",
+                    "target": "Two police vehicles are parked in sequence near the right curb by the ‘LANE CLOSED’ sign, mid-ground, totaling about 9% of the image. Both are white sedans with blue reflective ‘POLICE’ text and roof lightbars; they face the traffic direction, with the nearer car fully visible and the second partially behind it."
+                },
+                {
+                    "camera": "Autonomous driving camera about 2.5 m high, centered, looking forward with a moderate wide angle that includes the curbside parking zone converted into a work area.",
+                    "scene": "A downtown block shows the former parking strip blocked off by cones and water barriers for resurfacing. Construction materials are stacked neatly behind a metal fence, and a street furniture area includes benches, a mailbox, and a lamp post. Traffic flows steadily in the single open lane under bright midday conditions.",
+                    "target": "One police vehicle, a white SUV with blue stripe and reflective ‘POLICE’ lettering, is parked at the start of the blocked-off parking strip. It occupies about 6% of the frame in the mid-foreground, oriented forward and parallel to the curb, with its roof lightbar and side insignia clearly visible."
+                },
+                {
+                    "camera": "Front-facing vehicle camera at ~2.3 m height, slightly right-of-center, emphasizing the right curb and cone line while keeping the distant signal in view.",
+                    "scene": "Light rain has just passed, leaving reflective puddles along an urban street where a cone corridor protects workers near a manhole repair. A portable generator and toolboxes sit behind barricades. Pedestrians step carefully on the damp sidewalk beside storefronts, and cars proceed cautiously toward a flashing construction beacon.",
+                    "target": "One police vehicle is parked adjacent to the barricades at the right curb, mid-ground, about 5% of the image. It is a white sedan with blue reflective ‘POLICE’ on the doors, a city crest, and a roof lightbar; it faces forward, with slight reflections on the body but markings remain legible."
+                },
+                {
+                    "camera": "Autonomous driving viewpoint around 2.8 m high, centered, aimed forward down a straight urban corridor with tall buildings framing the street and a clear view of lane channelization.",
+                    "scene": "A busy midday scene includes a construction equipment area on the right containing stacked barriers and a small forklift behind fencing. Cones guide traffic away from the curb lane. A traffic sign cluster stands near a tree, and pedestrians cross at the far intersection as vehicles roll through on a green signal.",
+                    "target": "One police vehicle is parked near the fence opening of the equipment area, mid-foreground, occupying about 6% of the frame. It is a white police SUV with blue striping, reflective badge decal, and roof lightbar; it faces forward and is fully visible, with cones aligned neatly in front of it."
+                },
+                {
+                    "camera": "Dashcam-like camera at ~2.4 m height, slightly left-of-center, looking ahead so the right-side sidewalk shops and the work zone are both captured with realistic driving proportions.",
+                    "scene": "In bright sun, a street-side retail row includes a coffee shop patio area set back from the sidewalk while the curb lane is closed for utility marking. Orange cones and a temporary barrier create a straight channel. A garbage truck is parked farther ahead in a designated service area, and traffic passes smoothly in the open lane.",
+                    "target": "One police vehicle is stationed at the right curb just before the utility-marking cones, mid-ground, about 5% of the image. It is a white sedan with blue reflective ‘POLICE’ text and a shield emblem, roof lightbar visible; it faces forward, aligned with traffic, unobstructed by pedestrians."
+                },
+                {
+                    "camera": "Forward-facing autonomous camera at ~2.7 m height, centered, with the horizon level and a wide field that includes signal lights, building facades, and the right curb work staging zone.",
+                    "scene": "A partly cloudy afternoon in a downtown street shows a temporary pedestrian detour around a sidewalk construction cutout. Metal fencing and cones route foot traffic past storefronts, and a flagger stands near a portable sign. Cars continue through the remaining lane toward a red light, stopping behind the crosswalk line.",
+                    "target": "One police vehicle is parked near the right curb adjacent to the pedestrian detour fencing, mid-foreground, about 6% of the frame. It is a white SUV with blue reflective decals reading “POLICE,” a department badge on the front door, and a roof lightbar; it faces forward, clearly visible."
+                },
+                {
+                    "camera": "Autonomous driving camera around 2.5 m high, slightly right-offset, looking forward with strong emphasis on the curbside barrier geometry and mid-distance intersection.",
+                    "scene": "Evening light begins to fade, and street lamps start to glow along a city avenue where a construction zone occupies the curb lane. Cones and reflective barricades create a bright taper, and a tall building casts a deep shadow across part of the road. Vehicles slow toward the intersection while pedestrians wait at the corner.",
+                    "target": "One police vehicle sits beside the reflective barricades near the right curb, mid-ground, occupying about 5% of the image. It is a white sedan with blue reflective ‘POLICE’ lettering and a red-blue roof lightbar; it faces forward, with reflections from street lamps highlighting the markings, still clearly readable."
+                },
+                {
+                    "camera": "Front road-view camera at ~2.3 m height, centered, aimed forward to show the right curb closure and the left open lane with realistic autonomous-driving framing.",
+                    "scene": "A clear noon scene shows a construction materials drop zone at the curb, with pallets and pipes behind a fence. Cones keep cars away from the curb lane, and a small tree-lined sidewalk runs past shop entrances. A traffic signal ahead is green, and vehicles continue through while maintaining a safe buffer from the work area.",
+                    "target": "One police vehicle is parked at the far end of the materials drop zone near the curb, mid-ground, about 6% of the frame. It is a white police SUV with blue stripe, reflective city insignia, and roof lightbar; it faces forward, positioned parallel to the curb, unobstructed and easy to detect."
+                },
+                {
+                    "camera": "Autonomous driving camera about 2.8 m high, slightly left-of-center, looking forward down the corridor while capturing a rooftop observation platform and the cone corridor on the right.",
+                    "scene": "Under strong sun, tall downtown buildings create alternating bands of light and shade across the road. A right-side construction pocket is fenced off with cones leading into it, and a signpost cluster marks speed and lane guidance. A few pedestrians move along the sidewalk past storefronts, while traffic flows steadily in the open lane.",
+                    "target": "One police vehicle, a white sedan with blue reflective ‘POLICE’ text and a gold shield emblem, is parked at the entrance of the fenced construction pocket. It occupies roughly 5% of the image in mid-foreground, oriented forward with the driver side visible; the roof lightbar is clear, with only slight cone overlap at the bumper."
+                }
+            ]
+        }
+    ],
+    "task_name": "施工区域警车检测",
+    "task_type": "detection",
+    "camera": "The camera is mounted between 2–3 meters above ground level, positioned parallel to the street, and appears oriented towards capturing the street segment and ongoing urban activity, particularly useful for wide-angle urban patrolling capture.",
+    "is_qualified": true,
+    "prompt_image_descriptions": [
+        "An urban street scene featuring a visible police car parked near the curb in a construction area. Surrounding elements include nearby tall buildings, an erected traffic cone barrier, multiple vehicles within open lanes, and scattered human activity under sunny conditions. The view primarily captures the forward street segment, closely highlighting the marked police vehicle's identifiable departmental reflective badge. The focused bounding box around the identified target provides clarity on the detection priority."
+    ],
+    "world_model": "The depicted scene is set within an urban downtown corridor, flanked by parallel placeholders for functional roadway importance. To the left bounds visibility includes architectural facades, operational transport zones, active pedestrian patches crossing broader commercial retail areas aiding business operations. To the extreme angles exists street front traffic signal setups for futuristic lane-bound continuity. Multiple vehicle parked zones center run marked differences street heightened dynamics in relation interactions to intersection-linked crossings. Prominent shadow-lit object rendering and specific axle-included zones visible strengthens urban interaction patch visuals expanding prominence. Altogether smooth vehicular transition areas strengthen road-level traffic realism."
+}

batch_results/ROADWork_tra_based_wbbox/work_equipment/boston_9f13aff6b9a74cc796a64b06e4119a63_000004_19500_wbbox_userintent_result.json

@@ -0,0 +1,179 @@
+{
+    "suggestion": "",
+    "targets": [
+        {
+            "description": "用于工程或建筑施工的设备",
+            "image_idx": [
+                1
+            ],
+            "label": "work_equipment",
+            "name": "施工设备",
+            "prompts": [
+                "work equipment",
+                "construction equipment",
+                "industrial equipment"
+            ],
+            "prompts_for_generate": [
+                "The image displays construction equipment used in urban roadwork, such as machinery positioned on the side of a bustling street.",
+                "In a construction area, various equipment like barricades, cones, and tools are arranged to facilitate infrastructure development.",
+                "The focus of the image is a piece of construction equipment surrounded by safety cones amidst a busy urban environment.",
+                "A set of work equipment located near a city roadside, used for ongoing engineering projects and temporary repair tasks.",
+                "Construction zones often include equipment for site management, positioned in functional arrangements near work areas.",
+                "A construction vehicle equipped with tools and materials for urban infrastructure maintenance.",
+                "A temporary work zone including equipment and tools marked with safety signs.",
+                "Construction-specific machinery stationed near the curb to assist in development or repair projects.",
+                "A temporary assembly of work equipment including industrial-grade tools and containers near a city road.",
+                "A set of construction equipment placed strategically in a designated work area on a public street.",
+                "The image depicts construction equipment organized within a city block for road maintenance.",
+                "Heavy machinery used in a construction site downtown, guarded by proper safety measures.",
+                "Work equipment such as barricades, road signs, and cones staged for traffic control.",
+                "A collection of construction materials and equipment used in development tasks within city landscapes.",
+                "Portable construction tools actively involved in the repair and development of local infrastructure.",
+                "Work equipment located strategically to support traffic flow and worker safety during urban construction.",
+                "Specialized construction equipment placed in road zones, avoiding disruption of local services.",
+                "Highlighted equipment used for construction activities on established roads in urban settings.",
+                "The equipment is used to oversee vehicular and pedestrian safety within temporary work zones.",
+                "A construction setup designed to adhere to city guidelines for temporary infrastructure adjustment or repair."
+            ],
+            "target_info": "目标为施工区域中的设备，包括工业材料和工具。在图像中，目标位于街道一侧并经安全路障隔离开来，具有相对较大的箱体结构，颜色为深蓝色或类似其他保护涂层，以反映其工业用途。该目标在图像占比约 5%，位于中景或远景，方向性朝向街道侧面，并遮挡轻微部分背景物体。其面积与旁边车辆、街道建筑相比中等，占据合理比例展示工程内容。目标需在动态交通场景下与安全围栏显区块位置明显。",
+            "llm_prompts_for_generate": [
+                {
+                    "camera": "Front-facing autonomous-driving camera mounted about 2.5 m high on the ego vehicle, looking slightly downward along the straight roadway; wide urban context visible with sidewalks, storefront facades, and the coned-off work zone on the right occupying a moderate portion of the frame.",
+                    "scene": "A wide downtown street runs ahead with a clear centerline and two-way traffic. On the right curb lane, orange cones and a temporary plastic barrier taper vehicles left around a small repair area near a storefront awning. Parked cars line both sides; pedestrians wait near a shop entrance.",
+                    "target": "Two work equipment units are inside the right-side coned work zone: dark-blue rectangular metal tool containers with reflective corner strips and small white stenciled text like “SITE BOX 12.” They sit midground about 20–30 m ahead, occupying ~6% of the image, broadside to traffic, clearly visible behind the barrier."
+                },
+                {
+                    "camera": "Front windshield camera at ~2.5 m height from the ego vehicle, pitched downward slightly; the right sidewalk, a building entrance, and the coned channelization are all within view, with midground emphasis on the curb lane.",
+                    "scene": "The road approaches a signalized intersection where the right lane is partially closed. Cones form an S-shaped merge guiding cars away from the curb. A bus stop shelter and trash bins sit on the right sidewalk, and a residential gate entrance is visible behind a low wall.",
+                    "target": "One piece of work equipment—a deep-blue steel jobsite storage chest with a ribbed lid and silver latch—rests just inside the cone line near the bus stop. It appears midground, ~5% of the frame, oriented parallel to the curb, with slight occlusion from one cone but the box shape and latch remain distinct."
+                },
+                {
+                    "camera": "Autonomous driving perspective from a 2.5 m high forward-facing camera; slight downward angle captures the lane markings, parked vehicles, and the right-side work area extending 5–10 m along the curb.",
+                    "scene": "Along a commercial block, morning light casts long shadows from street trees onto the asphalt. The right curb is segmented by cones around a temporary patch near a storm drain. A delivery van is parked legally beyond the taper, and a couple of pedestrians pass a building lobby entrance.",
+                    "target": "Three work equipment items—blue industrial equipment cases with matte paint and yellow reflective tape—are clustered beside the storm-drain opening within the barricaded area. They occupy ~7% of the image in the midground, aligned in a neat row facing the roadway, fully recognizable against the cones and barrier."
+                },
+                {
+                    "camera": "Forward-looking ego camera at ~2.5 m height, angled slightly down; the frame includes the roadway ahead, right-side storefronts, and a coned-off section that narrows the curb lane without blocking through traffic.",
+                    "scene": "A busy midday street shows moving traffic in the left portion while the right curb lane is reserved for a small maintenance zone. Cones create a straight taper, and a temporary sign stands near a parking lot entrance. Overhead utility lines cross between dense buildings.",
+                    "target": "One large work equipment container—a dark navy-blue rectangular site cabinet with vent slots and a small warning label—sits within the closed curb lane near the parking lot driveway. It fills about 5% of the frame in midground, perpendicular to the curb, clearly visible with minimal background occlusion."
+                },
+                {
+                    "camera": "Front-mounted autonomous driving camera at ~2.5 m, slightly downward; wide-angle view shows the road centerline, left moving traffic, and a right-side work zone bounded by cones near a commercial tower entrance.",
+                    "scene": "Near a commercial high-rise lobby, the sidewalk widens and includes planters and a curb ramp. The rightmost lane is partially blocked by cones and a water-utility access area. A taxi slows in the through lane, and a cyclist waits safely behind the cone line at the corner.",
+                    "target": "Two work equipment objects—deep-blue metal equipment crates with reinforced edges and white stencil text such as “WATER CREW”—are placed inside the coned area beside the curb ramp. They appear midground, ~6% total image area, oriented lengthwise along the curb, unobstructed and sharp."
+                },
+                {
+                    "camera": "Ego-vehicle perspective from a 2.5 m high forward camera; slight downward pitch captures the coned diversion, storefront signage, and the curb-side repair area extending a few meters ahead.",
+                    "scene": "Late afternoon light reflects off shop windows and parked cars. A temporary repair zone occupies the right curb lane beside a garbage collection area with wheeled bins. Cones and a short barrier create a clear buffer, leaving a safe through lane for passing vehicles.",
+                    "target": "One work equipment unit—a dark-blue rolling tool cabinet with metal drawers and reflective strips—sits behind the barrier next to the garbage bins. It occupies ~5% of the frame in the midground, angled slightly toward the road, partially shadowed but its drawer lines and handles are clearly visible."
+                },
+                {
+                    "camera": "Forward-facing autonomous driving camera mounted at ~2.5 m; the view looks down the street toward an upcoming crosswalk, showing the right-side coned work area and adjacent building walls.",
+                    "scene": "A crosswalk and pedestrian signals appear ahead. The right curb lane is narrowed by cones around a temporary repair beside a building wall where a drain access cover is open. Pedestrians stand on the sidewalk near a storefront entrance, and cars proceed steadily in the open lane.",
+                    "target": "Four pieces of work equipment—blue plastic-and-metal equipment boxes with molded handles and small reflective decals—are stacked two-high inside the coned area near the open access cover. They take ~8% of the image in midground, facing the camera, with slight cone overlap but fully identifiable."
+                },
+                {
+                    "camera": "Autonomous driving viewpoint from a 2.5 m high forward camera; slight downward angle includes lane markings, right-side greenery strip, and the work zone that pinches the curb lane while maintaining a clear travel path.",
+                    "scene": "A narrow strip of street-side greenery with small trees runs along the right sidewalk. The curb lane is partially closed for a small paving patch; cones form a gentle taper and a temporary arrow board points left. Parked cars remain beyond the closure, keeping traffic flow logical.",
+                    "target": "One work equipment item—a dark-blue rectangular generator-like equipment housing with ventilation grilles and a white ID label—sits on the asphalt inside the cone buffer. It appears midground, ~5% of the frame, oriented parallel to traffic, clearly separated from moving vehicles by cones."
+                },
+                {
+                    "camera": "Front windshield camera at ~2.5 m height, pitched down slightly; the frame balances roadway and buildings, with the right-side work zone and a residential entrance gate visible ahead.",
+                    "scene": "The street passes a residential complex entrance with a security booth set back from the sidewalk. Cones and a temporary barrier isolate a small utility trench in the right curb lane, guiding cars to keep left of the closure. A pedestrian waits near the gate, away from traffic.",
+                    "target": "Two work equipment units—deep-blue steel site lockers with flat doors and reflective corner triangles—are positioned just inside the barrier near the trench. They occupy ~6% of the image in midground, side-on to the camera, with crisp edges and readable small text like “UTILITY 07.”"
+                },
+                {
+                    "camera": "Forward-facing autonomous driving camera mounted around 2.5 m; slight downward view includes a parking lot entrance on the right and a coned channel that keeps vehicles in the left portion of the lane.",
+                    "scene": "Outside a small parking lot, the right curb lane is partially blocked by a temporary resurfacing area. Cones create a clean merge line, and a portable sign stands at the lot entrance warning of road work. Sunlight creates strong contrast between shaded buildings and bright pavement.",
+                    "target": "One work equipment object—a dark-blue rectangular tool container with a hinged top and metallic locks—sits near the portable sign inside the coned zone. It appears midground at ~5% of the frame, aligned with the curb, unobstructed and clearly distinguishable from nearby vehicles."
+                },
+                {
+                    "camera": "Ego vehicle forward camera at ~2.5 m, slightly downward; the right sidewalk and storefronts dominate the upper-right background while the coned work zone occupies the lower-right midground.",
+                    "scene": "A dense commercial street shows multiple shopfronts with awnings and a recessed doorway. The right curb lane is closed around a temporary repair near a stormwater inlet, with cones spaced evenly to form a protected rectangle. Traffic continues smoothly in the open lane.",
+                    "target": "Three work equipment items—dark-blue metal equipment chests with reflective tape bands and small yellow caution stickers—are placed in a triangle arrangement within the protected rectangle. They cover ~7% of the image in the midground, facing different angles but all clearly visible and intact."
+                },
+                {
+                    "camera": "Autonomous driving camera perspective from 2.5 m height; slight downward pitch captures the roadway leading toward an intersection, with overhead wires and tall buildings framing the scene and a right-side coned closure.",
+                    "scene": "Near an intersection corner, overhead cables and streetlights create patterned shadows on the road. The right lane is partially closed for a small pipe repair, with cones forming a taper that ends before the crosswalk. A city bus approaches in the opposite direction, staying in its lane.",
+                    "target": "One work equipment unit—a deep-blue industrial storage box with reinforced ribs and reflective red-white chevrons on its rear panel—sits inside the closed section just before the crosswalk. It occupies ~5% of the frame in midground, oriented lengthwise along the curb, clearly separated by cones."
+                },
+                {
+                    "camera": "Front-facing ego camera at ~2.5 m height, looking slightly down; the view includes the right-side public facility area and the work zone that occupies part of the curb lane while leaving a safe travel lane open.",
+                    "scene": "A public facility entrance with steps and a ramp sits on the right, with a small plaza and railings. The curb lane is narrowed by cones around maintenance equipment placed on the asphalt. A few pedestrians walk along the sidewalk, and parked cars remain stationary beyond the taper.",
+                    "target": "Two pieces of work equipment—dark-blue wheeled equipment cases with silver corners and reflective strips—are positioned inside the coned buffer near the ramp railing. They take ~6% of the image in the midground, angled slightly toward the camera, partially shaded but clearly readable in shape and details."
+                },
+                {
+                    "camera": "Autonomous driving perspective from a 2.5 m high forward camera; slight downward angle shows lane markings, the right-side building wall close to the curb, and a short coned work area with clear channelization.",
+                    "scene": "The street narrows slightly between tall buildings, and the right side features a long brick wall with service doors. A temporary repair occupies the right curb lane, marked by cones and a low barrier that keeps vehicles centered. Light bounces off windows, creating alternating bright and dim patches.",
+                    "target": "One work equipment object—a dark-blue metal site equipment cabinet with a padlock hasp and a small label reading “MAINT BAY”—stands inside the barrier near the wall. It appears midground, ~5% of the frame, facing the roadway, with a cone partially overlapping its base but not obscuring it."
+                },
+                {
+                    "camera": "Front-mounted driving camera at ~2.5 m height; slight downward view includes a garbage collection zone on the right and a coned-off work area that does not conflict with moving traffic.",
+                    "scene": "Early evening, the streetlights begin to glow and reflect on the asphalt. On the right, a garbage collection area with dumpsters sits behind the curb, and cones protect a small maintenance zone near a manhole cover. Cars continue forward in the open lane with safe spacing.",
+                    "target": "Four work equipment items—dark-blue equipment totes with rigid sides and reflective white strips—are lined up inside the cone perimeter near the manhole. They occupy ~8% of the image in midground, parallel to the curb, clearly visible under mixed streetlight and ambient dusk illumination."
+                },
+                {
+                    "camera": "Ego vehicle forward camera at ~2.5 m, angled slightly down; the frame shows a busier mid-block segment with parked cars, storefronts, and a right-side coned lane closure around an equipment staging spot.",
+                    "scene": "A mid-block work staging area sits beside a storefront with a bright sign and glass windows. Cones create a long buffer in the right curb lane, guiding vehicles to keep left while maintaining two-way flow. A worker in a safety vest stands on the sidewalk, not in the roadway.",
+                    "target": "One large work equipment container—a dark-blue steel site box with a flat top, scuffed paint, and white stencil “CREW 3”—is staged inside the cone buffer. It covers ~5% of the image in midground, broadside to the camera, with the worker and storefront behind it slightly blurred by distance."
+                },
+                {
+                    "camera": "Front-facing autonomous camera around 2.5 m high; slight downward pitch captures a right-side parking entrance and traffic signs, with the coned work zone occupying a clear rectangular area along the curb.",
+                    "scene": "A cluster of traffic signs near a parking garage entrance warns of lane narrowing. Cones and a temporary barrier isolate a small patch of asphalt repair near a drainage channel. The left lane remains open for vehicles moving forward; pedestrians stay on the sidewalk near the signpost.",
+                    "target": "Two work equipment units—deep-blue rectangular equipment boxes with reflective corner dots and metal handles—sit inside the isolated rectangle near the signpost. They appear midground, ~6% of the frame, oriented parallel to lane direction, fully visible and clearly separated from moving traffic by cones."
+                },
+                {
+                    "camera": "Forward windshield camera at ~2.5 m height, slightly downward; the scene includes the right-side street greenery, sidewalk, and a small coned work area extending several meters along the curb.",
+                    "scene": "A tree-lined sidewalk casts dappled shadows across the right curb lane. Cones mark a small maintenance section where the curb stones are being adjusted, and a temporary barrier keeps cars away from the edge. A compact car passes in the open lane, maintaining correct direction and spacing.",
+                    "target": "Three work equipment items—dark-blue metal tool chests with reflective tape and small orange warning stickers—are placed along the curb inside the coned area. They occupy ~7% of the frame in midground, aligned end-to-end, with clear edges despite shadow patterns from the trees."
+                },
+                {
+                    "camera": "Autonomous driving camera view from 2.5 m height; slight downward angle shows an approaching intersection, crosswalk markings, and a right-side coned staging area near a commercial building entrance.",
+                    "scene": "Near the corner of a commercial building, a temporary repair zone occupies part of the right curb lane but ends before the intersection. Cones create a clean taper, and a portable barrier prevents pedestrians from stepping into the work area. Vehicles approach the crosswalk at a controlled speed.",
+                    "target": "One work equipment unit—a dark-blue rectangular equipment cabinet with reflective diagonal strips and a small placard reading “TEMP WORKS”—sits midground inside the cone perimeter. It takes ~5% of the image, oriented slightly angled toward the curb, clearly visible with no major occlusion."
+                },
+                {
+                    "camera": "Front-facing ego camera at ~2.5 m height, pitched down slightly; the view includes a public-utility area on the right, building facades, and the coned work zone that preserves a continuous travel lane.",
+                    "scene": "A utility access area along the right sidewalk shows a small fenced corner and visible pipe markers. The curb lane is partially closed with cones forming a narrow buffer around equipment staging. Parked vehicles remain behind the work zone, and moving traffic proceeds straight with proper lane discipline.",
+                    "target": "Two pieces of work equipment—deep-blue industrial equipment cases with metal frames, reflective strips, and white serial numbers like “SN-4182”—are positioned within the buffer near the pipe markers. They occupy ~6% of the frame in midground, facing the roadway, crisp and easily recognizable against the cones."
+                },
+                {
+                    "camera": "Autonomous driving viewpoint from a 2.5 m high forward camera; slight downward angle captures a long straight block with dense buildings, overhead lines, and a right-side coned closure around a staged equipment container.",
+                    "scene": "On a straight urban block, overhead lines and signage frame a dense corridor of buildings. The right curb lane is partially blocked by a staged maintenance area where cones form a long channel guiding vehicles left. A few pedestrians walk near storefront windows, and a parked sedan sits beyond the cone taper.",
+                    "target": "One prominent work equipment container—a dark-blue boxy site container with reinforced corners, reflective tape, and small white lettering “CITY MAINT”—sits inside the coned channel. It appears midground, ~5% of the image, broadside to traffic direction, sharply visible while slightly obscuring the curb behind it."
+                }
+            ]
+        }
+    ],
+    "camera": "摄像头安装高度约为2.5米，位于车辆驾驶室前方向，朝向道路俯拍，拍摄覆盖范围包括路边、道路及附近建筑。背景比例合理，都市环境为主。",
+    "task_name": "施工区域设备检测",
+    "task_type": "detection",
+    "world_model": "场景描述为城市街道，前方环境宽阔，车道和通行区域清晰分布，两侧包括商业设施区域和道路边经设施。总体城市建筑物密集。扩展范围包括向周边延伸5至10米的街道、步行区域和其他基础交通设施；商铺入口处可能包括传感区域的潜在数据；环境细化描述至附近基础建筑设施例如排水管网；扩展车辆交通道路场景包括公共运输和私人车辆动态道路系统。",
+    "core_areas": [
+        "街道",
+        "建筑区域",
+        "步行道",
+        "车道",
+        "施工场区"
+    ],
+    "expand_areas": [
+        "商铺区域",
+        "居民区入口",
+        "停车场",
+        "垃圾回收区",
+        "公共设施区域",
+        "商业大楼入口",
+        "交叉路口",
+        "交通标志区域",
+        "临时修葺区",
+        "街道侧绿化区",
+        "架空线路区",
+        "建筑墙体附近",
+        "城市水管区域"
+    ],
+    "is_qualified": true,
+    "prompt_image_descriptions": [
+        "The image features a busy urban street with various vehicles parked along the sides. The centerline separates traffic directions. To the right, construction materials, including a large blue container surrounded by orange cones, occupy part of the street, indicating an ongoing work area. Buildings line both sides, some with storefronts and awnings.",
+        "A bustling city street scene during daytime, lined with intricately constructed buildings on both sides. The scene includes shops and residential structures. Amidst the traffic movement, construction zones are marked to the side featuring heavy work equipment and road safety setups."
+    ]
+}

batch_results/ROADWork_tra_based_wbbox/work_equipment/charlotte_06c09ac150e14f1b8f1a6018800c8090_000000_01170_wbbox_userintent_result.json

@@ -0,0 +1,155 @@
+{
+    "expand_areas": [
+        "Pedestrian pathway",
+        "Nearby parking spaces",
+        "Adjacent residential yards",
+        "Underground utilities area",
+        "Additional nearby machinery storage area",
+        "Mobile equipment parking area",
+        "Worker tool storage zones",
+        "Nearby material stockpile area",
+        "Expanded drainage system area",
+        "Adjacent road-side information boards"
+    ],
+    "is_qualified": true,
+    "prompt_image_descriptions": [
+        "An urban residential road with ongoing construction work, viewed from a vehicle windshield. Primary focus is on the road with construction vehicles and a sign placed ahead. The environment includes lined residential houses on both sides, garbage bins, and visible equipment setup for road utilities."
+    ],
+    "suggestion": "",
+    "targets": [
+        {
+            "prompts_for_generate": [
+                "A piece of work equipment in use on a construction site, consisting of a yellow excavator arm and digging bucket within an urban neighborhood surrounded by residential buildings and utility setups.",
+                "The image shows a piece of utility work machinery painted in bright yellow performing excavation operations. It is stationed amidst dirt piles and tools while workers supervise at the same area.",
+                "A single excavator machine with a track or tire base located near orange traffic cones and construction indicators.",
+                "Construction heavy machinery parked beside an active working zone amidst a street with numerous signs and boundary markers.",
+                "Yellow construction equipment situated centrally in a repairing road lane characterized by caution tape.",
+                "Machinery on site with emphasize on polished hydraulic pistons and bucket structure clearly seen.",
+                "A compact grader machine busy creating slopes for water drainage over the freshly prepped ground.",
+                "A loader attachment fitted on machine likely to perform material upload tasks around.",
+                "Safe distance maintained from equipment via clearly placed boundary tapes. Facility target access specification included.",
+                "Main asset currently servicing manned urban and rural developmental projects shown."
+            ],
+            "target_info": "A visible equipment located centrally in a temporary utility work maintenance stretch ahead road stretch confinement.",
+            "description": "用于道路修复操作所用的挖掘等目的装置,常见黄色涂装合金，上额小标反色维保表示某层频繁组合操作类型.",
+            "image_idx": [
+                1
+            ],
+            "label": "work_equipment",
+            "name": "建筑工作挖机器woodcrusher 轨迹",
+            "prompts": [
+                "trimurti typical",
+                "high deg dump erosion platform target ablated resilience automation"
+            ],
+            "llm_prompts_for_generate": [
+                {
+                    "scene": "On a two-lane residential street, the right lane is partially closed by cones guiding traffic into the left lane. A shallow trench area is marked with metal plates, while workers move between a sidewalk tool zone and a small material stockpile near parked cars. Houses, bins, and trees line both sides under soft afternoon light.",
+                    "target": "Two pieces of work equipment are visible: a yellow hydraulic plate compactor with a black handle and reflective warning sticker, and a red toolbox on the asphalt beside it. They sit mid-lane near the cone taper, occupying about 4% of the image in the midground, clearly visible and facing along the road direction.",
+                    "camera": "Dashcam-like view from a car windshield at a semi-raised height, looking forward with a slight rightward oblique angle. The road dominates the frame, with houses and sidewalks in the background and the cone-guided work zone centered ahead."
+                },
+                {
+                    "scene": "Morning haze and long shadows fall across a neighborhood road where utility work blocks the curb lane. Temporary barriers form a clear detour around a marked underground access area near a driveway. A small information board stands on the roadside, and workers carry materials from a fenced storage pocket beside residential yards.",
+                    "target": "One orange road-cutting walk-behind saw with a silver blade guard and a small fuel tank is parked just inside the barrier line near the curb. It takes about 3% of the frame in the midground, oriented parallel to traffic flow, with minor dust on its frame but fully unobstructed.",
+                    "camera": "Front-facing autonomous-driving camera viewpoint, mounted slightly above dashboard level. The composition keeps the road centerline and detour taper prominent, with the saw positioned slightly right of center in the midground and houses receding into the distance."
+                },
+                {
+                    "scene": "A cloudy midday scene shows a busy residential street with a temporary one-lane passage created by cones and plastic water barriers. The closed lane contains an open utility pit covered partly by plates, with a worker checking a clipboard near a tool storage zone on the pedestrian pathway. Parked vehicles remain in marked bays.",
+                    "target": "Three work equipment items appear: a blue portable generator with vented side panels, a coiled black cable reel, and a green pump unit. They sit together near the edge of the closed lane beside the water barriers, filling around 6% of the image in the midground, clearly separated from moving traffic.",
+                    "camera": "Windshield-mounted camera at standard driving height, looking straight ahead. The blocked lane and equipment cluster occupy the right half of the frame, while the open lane for traffic stays visible on the left, consistent with an autonomous driving dataset viewpoint."
+                },
+                {
+                    "scene": "In late afternoon sun, a residential road curves slightly, with construction cones leading vehicles around a utility upgrade area. A nearby machinery parking pocket is formed in a driveway apron, while a material stockpile of gravel bags sits behind mesh fencing along the sidewalk. The houses cast patterned shadows across the lane.",
+                    "target": "One compact skid-steer loader, white with black arms and a small amber beacon on top, is parked in the closed lane near the curve. It occupies roughly 8% of the frame in the midground, angled slightly toward the curb but aligned safely within the work zone, fully visible with clean edges.",
+                    "camera": "Forward-looking dashcam perspective from a moving car, semi-raised and slightly oblique to the right. The curve and cone taper guide the eye toward the parked loader, with background houses and yard fences maintained at realistic scale."
+                },
+                {
+                    "scene": "A drizzly evening scene shows wet asphalt reflecting streetlights as a residential utility job narrows the road. Cones and a temporary sign direct cars to slow and merge left before an underground drainage expansion area. Workers stand behind barriers near an information board, while a tool storage rack sits on the pedestrian pathway.",
+                    "target": "Two work equipment objects are present: a gray pneumatic jackhammer with a yellow grip and a small compressor unit on a wheeled frame. They rest on the closed right lane beside the barrier, about 5% of the frame in the midground, oriented parallel to traffic and clearly visible despite rain sheen.",
+                    "camera": "Autonomous driving camera view through the windshield at normal dashboard height, centered forward. Reflections on the road are visible, but the compressor and jackhammer remain sharp in the midground, with the merge signage and barriers leading perspective lines."
+                },
+                {
+                    "scene": "Bright noon light illuminates a straight residential street where underground utilities are being supervised. A temporary fenced corridor separates pedestrians from the work area, and parking spaces on the right are partially blocked by cones. A small storage pallet with materials sits near a front yard gate, while a worker gestures to guide a delivery van.",
+                    "target": "One yellow mini excavator with rubber tracks and a black boom is positioned behind the cone line near the utility trench. It occupies about 9% of the frame in the midground, boom folded inward for safety, facing along the road direction, with reflective stripes on the counterweight clearly visible.",
+                    "camera": "Forward-facing vehicle camera, slightly elevated, capturing a wide road-centered view. The excavator sits right-of-center in the midground behind cones, while houses, parked cars, and the pedestrian corridor remain in the background consistent with driving footage."
+                },
+                {
+                    "scene": "Under overcast skies, a residential road is partially closed for a drainage repair. Plastic barricades create a neat chicane, and a temporary “ROAD WORK AHEAD” board stands near the curb. Workers move between a mobile equipment parking area and a material stockpile zone near a driveway, keeping clear of live traffic.",
+                    "target": "Four pieces of work equipment appear: two orange traffic-control wheeled sign stands (folded), a silver aluminum ladder, and a black wheeled concrete mixer. They are grouped on the closed lane near the barricades, taking around 7% of the frame in the midground, all clearly visible and safely off the open lane.",
+                    "camera": "Dashcam viewpoint from a vehicle approaching slowly, centered forward with slight rightward bias. The barricade path and equipment group are in the midground, while the residential facades and parked cars create a stable background, typical for autonomous driving imagery."
+                },
+                {
+                    "scene": "Golden-hour light warms a neighborhood street where utilities are being upgraded beneath the asphalt. Cones form a gradual merge, and steel plates cover parts of a trench. On the pedestrian pathway, a temporary tool storage zone is fenced with mesh panels, and workers carry pipes from a nearby yard into the work area.",
+                    "target": "One orange scissor lift (compact type) with a gray platform railing is parked within the closed lane near the steel plates. It fills roughly 6% of the image in the midground, platform lowered, aligned with the lane direction, with a visible safety decal and a small flashing amber light housing on top.",
+                    "camera": "Front windshield camera at standard autonomous-driving height, looking forward. The merge taper and steel plates occupy the center, with the scissor lift slightly right-of-center in the midground, and houses and trees remaining proportionate in the background."
+                },
+                {
+                    "scene": "A clear spring morning shows a residential street with a temporary detour around an underground utilities access point. Orange cones and a low barrier line keep vehicles away from the curb. A roadside information board is posted near a mailbox, and a worker kneels at the edge of a small excavation beside parked cars.",
+                    "target": "Two work equipment items are visible: a green portable lighting tower base with folded mast and a red fuel canister with a printed label. They sit near the barrier on the closed lane edge, about 4% of the frame in the midground, fully visible and oriented parallel to the roadway.",
+                    "camera": "Vehicle-mounted forward camera, slightly elevated, capturing the lane closure and roadside board. The lighting tower base and fuel canister appear midground right, with the open travel lane centered, consistent with autonomous driving dataset framing."
+                },
+                {
+                    "scene": "At midday, a busy residential street features a well-marked construction corridor with cones separating a utility work strip from traffic. The adjacent parking spaces are taped off, and a mobile machinery storage area is set up beside a hedge-lined yard. Shadows from trees create dappled patterns across the asphalt.",
+                    "target": "One white and red concrete pump hose cart with a coiled thick hose and metal frame is stationed inside the closed lane. It occupies about 5% of the image in the midground, facing along traffic flow, with reflective red-white striping visible on the frame and minimal occlusion.",
+                    "camera": "Front-facing dashcam perspective at typical windshield height, centered on the open lane. The closed lane and equipment cart lie to the right midground, while houses and parked vehicles remain visible in the background with realistic perspective."
+                },
+                {
+                    "scene": "A windy late afternoon scene shows cones and temporary barriers forming a gentle S-shaped diversion around a drainage system upgrade. A worker tool storage zone sits on the sidewalk behind fencing, and loose materials are bagged neatly near a residential driveway. Parked cars remain stationary, leaving a safe buffer from the work area.",
+                    "target": "Three work equipment objects appear: a yellow wheelbarrow with a black tray, a gray tamper tool standing upright, and a blue plastic tool chest. They are placed together at the edge of the closed lane near the fencing, about 6% of the frame in the midground, clearly visible and not blocking the active lane.",
+                    "camera": "Autonomous driving camera view from a car approaching the diversion, semi-raised and slightly right-oblique. The diversion cones lead the centerline toward the equipment cluster, with background homes and sidewalks filling the upper third of the frame."
+                },
+                {
+                    "scene": "In early evening, streetlights begin to glow as a residential road undergoes underground cable work. Reflective cones and a temporary speed limit sign channel traffic into a single open lane. An adjacent roadside information board stands near the curb, while workers organize tools in a mobile parking bay created with barriers.",
+                    "target": "One compact asphalt roller, dark gray with a small amber beacon and reflective chevrons on the rear panel, is parked within the closed lane. It takes about 8% of the image in the midground, aligned with the road direction and fully visible, with wet road reflections outlining its silhouette.",
+                    "camera": "Forward-facing windshield camera at normal driving height, capturing the narrowed lane and reflective devices. The roller sits right-of-center midground behind cones, while the open lane remains clear in the left-center foreground."
+                },
+                {
+                    "scene": "A bright overcast day shows a straight residential avenue with a temporary work zone around a utility vault. Barriers keep pedestrians on a protected pathway, and a small material stockpile of pipes is stacked near a front yard fence. A worker signals to a colleague near a parked service van behind the barrier line.",
+                    "target": "Two work equipment objects are present: a red pipe fusion machine with a metal clamp frame and a gray plastic welding kit case beside it. They sit on the closed lane near the pipe stack, occupying about 5% of the frame in the midground, clearly visible and oriented parallel to the curb.",
+                    "camera": "Dashcam-style autonomous driving view, slightly elevated, centered down the roadway. The equipment appears midground right near the pipe stockpile, while the lane guidance cones and protected pedestrian corridor remain prominent."
+                },
+                {
+                    "scene": "Midday sun creates strong contrast on a residential road where a curbside lane is blocked for utility maintenance. Cones and striped barricades form a clear taper, and steel plates cover a narrow trench crossing. A nearby machinery parking area occupies a widened driveway, and workers walk between it and the trench edge.",
+                    "target": "One towable air compressor trailer, tan with black vents and a small triangular reflective sign on the rear, is parked inside the work zone. It occupies roughly 7% of the frame in the midground, tongue facing away from traffic, parked parallel to the curb with clear visibility and no obstruction of the open lane.",
+                    "camera": "Forward-looking vehicle camera at typical dashboard height. The taper and steel plates are centered, with the compressor trailer placed midground right, and houses plus parked cars forming a stable, realistic background."
+                },
+                {
+                    "scene": "A calm morning scene shows a residential street with a neatly arranged construction site for drainage repair. Low barriers separate the sidewalk tool zone from the roadway, and a temporary information board lists contact details near a lamp post. Cones guide vehicles smoothly past a shallow excavation area by the curb.",
+                    "target": "Five work equipment items appear: two orange gas cylinders with black caps, a silver hand truck, and two stacked gray plastic crates labeled “UTILITY.” They sit just behind the barrier on the closed lane edge, filling about 6% of the frame in the midground, clearly visible and safely away from moving traffic.",
+                    "camera": "Autonomous driving camera viewpoint through the windshield, slightly elevated, aimed straight ahead. The cone line leads toward the midground equipment cluster on the right, while the open lane stays centered and unobstructed."
+                },
+                {
+                    "scene": "Late afternoon with soft shadows shows a residential street where underground fiber installation narrows the roadway. Cones create a long merge, and a fenced worker staging area occupies part of the pedestrian pathway. A small material stockpile of sandbags is placed near a driveway to protect storm drains.",
+                    "target": "One orange vibratory trench compactor (rammer) with a black handle and a white warning label is positioned near the sandbags inside the closed lane. It occupies about 4% of the image in the midground, standing upright, aligned with lane direction, fully visible with slight dirt on the base plate.",
+                    "camera": "Front windshield camera at standard driving height, slightly right-oblique to capture the work strip. The rammer appears midground right near the sandbags, with the merge cones creating strong depth cues typical of autonomous driving imagery."
+                },
+                {
+                    "scene": "A cloudy day on a residential road shows a temporary detour created by cones and a short row of plastic barriers around a utility access hatch. A mobile equipment parking area is set up near marked parking spaces, while workers carry tools from a storage rack by the adjacent yards. Traffic flows slowly in the open lane.",
+                    "target": "Two pieces of work equipment are visible: a black cable spooling machine with a metal frame and a yellow handheld cable locator wand leaning against it. They sit inside the closed lane near the access hatch, about 5% of the frame in the midground, oriented parallel to traffic and clearly readable in shape.",
+                    "camera": "Dashcam-like autonomous driving perspective from a vehicle approaching the detour. The open lane is centered, while the spooling machine and locator are midground right behind cones, with houses and bins in the background."
+                },
+                {
+                    "scene": "In bright midday light, a residential street work zone includes an expanded drainage area marked by barriers and reflective cones. A roadside information board sits near a bus stop pole, and a worker checks the trench line while another organizes materials on pallets near a hedge. Parked cars remain in bays outside the barrier line.",
+                    "target": "One blue submersible pump with a thick black discharge hose and a small white label is placed at the edge of the closed lane near the drainage opening. It occupies about 3% of the image in the midground, hose routed toward the work area, clearly visible and safely separated from the open travel lane.",
+                    "camera": "Forward-facing windshield camera at typical autonomous driving height and field of view. The road and detour occupy most of the frame, with the pump midground right and the information board and houses visible farther back."
+                },
+                {
+                    "scene": "Early morning light reveals a residential road with a temporary single-lane section through a utility maintenance site. Cones create a narrow corridor, and metal fencing protects a tool storage zone on the sidewalk. A small nearby machinery storage area is tucked beside a driveway, with workers standing behind barriers and communicating.",
+                    "target": "Three work equipment items appear: a yellow portable compressor, a gray pressure washer with a hose reel, and a red fire extinguisher mounted on a small stand. They are positioned together in the closed lane near the machinery storage area, occupying about 7% of the frame in the midground, fully visible and aligned with the road.",
+                    "camera": "Autonomous-driving dashcam perspective, slightly elevated, centered forward. The corridor of cones guides the viewer toward the midground equipment cluster on the right, while the open lane remains clear and safe in the foreground."
+                },
+                {
+                    "scene": "At dusk, a residential street is illuminated by vehicle headlights and a few streetlamps as construction continues near underground utilities. Reflective barricades and cones form a clear merge left, and a temporary message board stands near the curb. Workers move between a material stockpile area and the trench plates, staying behind barriers.",
+                    "target": "One orange portable LED work light on a black tripod stand, with a visible power cable and reflective tape on the legs, is set up inside the closed lane. It takes about 3% of the frame in the midground, facing toward the work area, fully visible and not obstructing the open traffic lane.",
+                    "camera": "Front-facing windshield camera at standard driving height, capturing low-light conditions with realistic glare. The merge devices dominate the roadway, while the tripod light sits midground right behind cones, with houses fading into the background."
+                }
+            ]
+        }
+    ],
+    "task_type": "detection",
+    "world_model": "Construction along busy residential being interfered utilities underground areas robust nodes supervision exemplary fallback rodders acting centered along.",
+    "camera": "Street semi raised oblique far overoperating observation green forward node perpendicular house alignment zone stretch lineup segment maneuvered horizontal fold steered center conjunction inspect safe acting detours smoke mix prudent solutions cluster graphics placeholder assisting compressed entirely scaffolds technique prior benchmarks lineup previous guardian modules interface clustering roadblocks including expanding sometime mexicoadd scenario urban new thresholds plane initiative opportunity link sold options spanners trailers vehicles esen support.",
+    "core_areas": [
+        "Ongoing active construction amenagement nearby updated assessment placement remain accesses accessible sophisticated"
+    ],
+    "task_name": "公用事业road紧急工作"
+}

batch_results/ROADWork_tra_based_wbbox/work_equipment/detroit_52f8b571367b4b958ff35ac29e55e75b_000000_01800_wbbox_userintent_result.json

@@ -0,0 +1,155 @@
+{
+    "camera": "The camera appears to be positioned at street level within a vehicle's cabin, facing forward and covering the road directly ahead, the construction zone, and the surrounding urban intersection environment.",
+    "core_areas": [
+        "Construction site",
+        "Road intersection",
+        "Traffic lights",
+        "Sidewalk",
+        "Building façade"
+    ],
+    "expand_areas": [
+        "Parking lot",
+        "Nearby alleys",
+        "Adjacent roads",
+        "Urban traffic area",
+        "Pedestrian area",
+        "Hidden entrance",
+        "Utility pole area",
+        "Temporary construction zone",
+        "Underground utilities",
+        "Street signage zone"
+    ],
+    "is_qualified": true,
+    "prompt_image_descriptions": [
+        "The image depicts a daytime urban street corner with a visible construction zone marked by traffic cones and signs. A large construction vehicle, resembling excavation machinery, is parked within the zone. Multi-story buildings, street lights, and directional signs can be seen, providing a busy city context. Cars are waiting at the traffic light, suggesting an active road intersection."
+    ],
+    "task_name": "施工设备检测",
+    "suggestion": "",
+    "targets": [
+        {
+            "prompts_for_generate": [
+                "The image shows a heavy-duty construction vehicle equipped with a rear curling boom and a bucket, parked in a designated work zone surrounded by warning cones.",
+                "A detailed observation of a construction vehicle standing motionless among other urban city elements. The environment suggests a break in activity.",
+                "The equipment stands on freshly asphalt-paved roads with a backdrop of cones demarcating a repair zone.",
+                "The yellow vehicle blends amongst urban modern designs and concrete finishes, exemplifying construction and equipment.",
+                "A comprehensive view of construction equipment stationed in city crossroad work corners, it serves as an urban workstream symbol."
+            ],
+            "target_info": "The construction equipment in question, visible in image, is identified as rear curling yellowish clearer reflecting near traffic area on such dense mock aerials. It's parked amidst necessary roadwork slight convolutions area.",
+            "description": "城市施工中常用的施工设备，比如挖掘机或装载机。",
+            "image_idx": [
+                1
+            ],
+            "label": "work_equipment",
+            "name": "施工设备",
+            "prompts": [
+                "excavator",
+                "construction machine",
+                "roadwork equipment"
+            ],
+            "llm_prompts_for_generate": [
+                {
+                    "camera": "Front-facing dashcam view from inside a car at typical driver eye height, stopped at the intersection line, capturing the right-side curb, the work zone, and mid-rise buildings with a wide urban background.",
+                    "scene": "At a bright midday downtown intersection, the rightmost lane is narrowed by orange cones that guide traffic left toward the through lanes. Pedestrians wait behind the curb ramp while a flagger stands near temporary fencing. Sunlight reflects off shop windows; cars queue at the red light beside the protected construction corner.",
+                    "target": "One yellow hydraulic excavator with a black boom and a curled rear section sits inside the barricaded corner work zone, its steel bucket resting on the asphalt. Reflective white safety stripes and a small company decal are visible on the side. It occupies about 6% of the frame in the midground, facing diagonally away from traffic, clearly unobstructed."
+                },
+                {
+                    "camera": "Driver-perspective dashcam at street level, slightly angled right as the vehicle approaches the stop line, showing the cone taper, crosswalk, and the adjacent road stretching forward.",
+                    "scene": "Clouds soften the afternoon light over a busy crossroad where temporary barriers block the near-right parking lane. Cones form a smooth taper that merges vehicles into the center lane, consistent with lane arrows painted on the road. A cyclist rolls slowly in the bike lane beyond the closure while delivery vans idle near storefronts.",
+                    "target": "Two pieces of work equipment are visible: a compact yellow mini-excavator and a gray plate compactor on the ground beside it. The mini-excavator’s rubber tracks and warning stickers stand out; the compactor has a red handle and metal base plate. Both sit in the midground behind cones, together about 7% of the image, fully visible and aligned parallel to the curb."
+                },
+                {
+                    "camera": "Forward cabin-mounted camera at normal car height, centered on the intersection, with the right edge including a utility pole and signage while keeping the roadway horizon stable.",
+                    "scene": "Early morning sun casts long shadows across an intersection where a temporary construction zone occupies the near-right corner. Concrete barriers and mesh fencing create a clear pedestrian detour along the sidewalk, with taped signage pointing to an alternate crossing. Traffic flows straight in two lanes; a turning lane remains open with clear markings.",
+                    "target": "One orange skid-steer loader with a front bucket is parked behind the concrete barriers on the corner, bucket lowered flat. It has black protective cage bars and reflective chevrons on the rear panel, plus a small white ID label. The loader fills roughly 5% of the frame in the midground, facing toward the fenced trench, partially shadowed but clearly recognizable."
+                },
+                {
+                    "camera": "Dashcam viewpoint from a stopped vehicle in the right through lane, street-level, capturing the cone line leading into the intersection and the sidewalk activity on the far right.",
+                    "scene": "In a bustling urban traffic area at noon, cones and a temporary “ROAD WORK AHEAD” sign close off a short curbside segment near a hidden driveway entrance. Workers in high-visibility vests move tools behind barriers while pedestrians pass safely behind a temporary railing. The traffic light stays red and vehicles wait in orderly lanes.",
+                    "target": "Three work equipment items are present: a yellow generator box trailer with reflective red-white tape, a blue air compressor unit, and a coiled hose reel on a stand. They sit clustered near the driveway entrance inside the barricaded area, occupying about 8% of the frame in the midground. The trailer faces away from traffic; text reads “SITE POWER 24” on the side, all clearly visible."
+                },
+                {
+                    "camera": "Forward-facing in-vehicle camera, slightly left-of-center framing, maintaining autonomous-driving field of view with road markings prominent and the construction corner on the right side.",
+                    "scene": "After a light rain, the wet asphalt at a city intersection mirrors signal lights and building façades. Temporary plastic barriers block the curb lane, channeling cars into the center lane with a clear cone taper. A nearby alley mouth is kept open by leaving a gap in the barricades, while a worker watches for pedestrians near the crosswalk.",
+                    "target": "One yellow backhoe loader is parked just inside the barrier gap, with its rear digging arm folded and the front loader bucket raised slightly. Mud splatter darkens the tires; reflective strips line the rear fenders, and a black-on-white plate reads “WK-3187.” It takes about 6% of the frame in the midground, angled toward the alley, fully legible."
+                },
+                {
+                    "camera": "Driver-eye dashcam view, approaching slowly, with the intersection center ahead and the right sidewalk and signage zone in clear view; background buildings occupy the upper third.",
+                    "scene": "Golden-hour light warms a downtown corner where underground utility work has opened a rectangular trench behind metal fencing. Cones and temporary lane arrows guide vehicles straight, preventing right turns at the corner with a posted detour sign. Pedestrians follow a protected walkway made from interlocked barriers, passing a bus stop set back from the curb.",
+                    "target": "One tracked excavator painted safety yellow with a black cab is positioned beside the fenced trench, boom extended over the opening but bucket resting on the ground. A reflective orange beacon sits atop the cab, and a warning label reads “CAUTION SWING.” It covers about 7% of the image in the midground, facing parallel to traffic, clearly visible."
+                },
+                {
+                    "camera": "Cabin-mounted forward camera at standard height, slightly tilted right to include a parking-lot entrance and the construction taper while keeping the roadway ahead dominant.",
+                    "scene": "A daytime intersection next to a small parking lot shows temporary fencing that redirects cars away from the curb lane toward open lanes. A portable message board flashes guidance near the lot entrance, and pedestrians wait at a marked crosswalk with audible signals. Streetlights and overhead direction signs frame the skyline while traffic remains orderly under construction control.",
+                    "target": "Two work equipment targets appear: a white portable light tower on a small tow frame and a yellow jackhammer cart parked beside stacked barriers. The light tower has four lamps and reflective tape; the cart has a black handle and “UTILITY CREW” printed in red. They occupy about 5% of the frame in the midground near the parking-lot edge, unobstructed."
+                },
+                {
+                    "camera": "Forward-looking dashcam from a vehicle in the center lane, stopped behind another car, giving a clear view of the right-side temporary zone and the cross street beyond.",
+                    "scene": "Under crisp midday light, an urban intersection features a temporary construction zone at the far-right corner, bordered by cones and rigid plastic barricades. A nearby alley is partially visible between buildings, with signage warning trucks not to enter. Vehicles in the through lanes wait at the signal, and pedestrians stand behind temporary rails at the curb cut.",
+                    "target": "One green street-sweeper work vehicle with rotating brushes is parked inside the coned-off corner, its rear hopper closed and amber hazard lights on. Reflective diagonal stripes mark the rear, and a small logo reads “CITY CLEAN.” It fills around 4% of the frame in the midground, oriented parallel to the curb, clear and mostly unoccluded."
+                },
+                {
+                    "camera": "Autonomous-driving style dashcam at driver height, aligned with the right through lane, capturing the crosswalk lines, traffic signal, and the construction signage zone near the curb.",
+                    "scene": "A bright, windy afternoon moves dust and small paper debris along a downtown intersection where the sidewalk edge is under repair. Temporary steel plates cover an excavation near a utility pole area, and cones outline a safe buffer so cars keep to the marked lane. A worker gestures to keep pedestrians on the protected path behind fencing.",
+                    "target": "Four work equipment objects are visible: two gray steel road plates laid over a trench and two yellow portable barrier bases with mounted stanchions. The plates show scratched metal texture and bolt holes; one has spray-painted text “GAS LINE” in orange. Together they occupy about 6% of the image in the foreground-to-midground near the curb, flat and clearly visible."
+                },
+                {
+                    "camera": "Front cabin camera, slightly right-biased framing to include a hidden entrance driveway and construction taper while maintaining a wide view of the intersection and distant buildings.",
+                    "scene": "On a clear morning, a temporary work zone blocks part of the right curb where a hidden building entrance driveway meets the street. Cones create a channel that keeps vehicles straight and prevents stopping near the driveway, while a temporary sign instructs pedestrians to use the next crosswalk. Traffic remains in two open lanes with visible lane arrows.",
+                    "target": "One orange compact asphalt roller (walk-behind style) is parked on fresh dark pavement behind cones, with a black handlebar folded down. Reflective stickers and a small label read “ROLLER R-09.” It appears about 3% of the frame in the midground near the driveway edge, oriented along the curb line, clearly discernible with minimal shadowing."
+                },
+                {
+                    "camera": "Driver-eye dashcam view at street level, approaching the intersection slowly; the frame includes the adjacent road to the left and the temporary construction corner to the right.",
+                    "scene": "Late afternoon traffic builds at an intersection where adjacent roads converge, and a temporary lane closure forces a gentle merge using evenly spaced cones. A police officer’s car is parked legally beyond the taper, leaving a safe shoulder. Pedestrians cross only on the walk signal while workers operate behind a tall mesh fence near the corner.",
+                    "target": "One yellow wheel loader with a raised front bucket is parked inside the fenced construction area, its large tires dusty and side panels showing black vents. A reflective orange triangle and the text “CONTRACTOR 52” are visible on the rear. It occupies roughly 7% of the frame in the midground, angled away from traffic, with the bucket clearly visible above the barrier line."
+                },
+                {
+                    "camera": "Forward-facing in-car camera, centered on the stop line with crosswalk and signal heads visible, maintaining realistic autonomous-driving composition with buildings in the upper background.",
+                    "scene": "At midday, a dense commercial intersection shows a temporary construction zone extending along the right sidewalk into a pedestrian area. Barriers create a narrow protected walkway, and cones ensure vehicles keep clear of workers unloading materials. Street signage and directional boards remain readable, and traffic queues neatly with no vehicles encroaching into the work buffer.",
+                    "target": "Five pieces of work equipment are stacked and parked: two red tool chests, one silver ladder, and two yellow portable warning beacons on weighted bases. The tool chests have metal latches; one is labeled “CREW A.” They sit inside the barrier line near the sidewalk, taking about 4% of the frame in the midground, partially overlapping but still identifiable."
+                },
+                {
+                    "camera": "Dashcam perspective from a moving car slowing toward the intersection, slightly left of lane center; the scene includes the utility pole area and cone pattern on the right.",
+                    "scene": "A gray overcast day dims an intersection where underground utilities are being serviced near a utility pole cluster. Temporary barriers form a rectangular enclosure around a manhole opening, and cones create a buffer that keeps vehicles in their lane. A pedestrian waits under an awning; a bus approaches in the far lane without entering the work zone.",
+                    "target": "Two work equipment targets include a yellow vacuum excavator hose assembly mounted on a small trailer and a black pump unit beside an open manhole cover. The trailer shows reflective tape and “VAC-TEAM” text; the pump has a red fuel cap. They occupy about 6% of the frame in the midground near the pole area, oriented parallel to the curb, clearly visible."
+                },
+                {
+                    "camera": "Front-facing cabin camera at driver height, stopped at a red light; the frame captures the adjacent road ahead, the crosswalk, and the far-right construction barricades.",
+                    "scene": "In clear midday conditions, the far-right corner of the intersection is fenced off for sidewalk reconstruction, leaving the vehicle lanes untouched. Cones and temporary “SIDEWALK CLOSED” signage guide pedestrians to a marked detour around the corner. Cars wait at the signal, and a right-turn is restricted with a posted temporary sign.",
+                    "target": "One yellow concrete mixer (small drum mixer) sits on the sidewalk inside the fenced area, with a gray drum and orange safety reflectors on its frame. A stenciled label reads “MIX-12.” It appears about 3% of the frame in the midground near the corner curb, facing diagonally toward the fence, fully visible above the barrier line."
+                },
+                {
+                    "camera": "Autonomous-driving dashcam view from the right lane, slight downward angle typical of windshield cameras, keeping the road surface and guiding cones prominent in the lower half.",
+                    "scene": "A sunny noon scene shows a temporary construction zone occupying the rightmost edge of an urban traffic area, with cones forming a clear chicane around a parked work crew area. A nearby street signage zone includes a temporary speed reduction sign and an arrow board. Pedestrians remain behind a sturdy railing while traffic proceeds straight in marked lanes.",
+                    "target": "One white arrow-board trailer with amber LEDs displays a left-pointing arrow, positioned at the start of the cone taper. Reflective red-white tape outlines its edges, and a small serial text “AB-447” is visible. It fills about 4% of the frame in the foreground-right, facing oncoming traffic as per work-zone standards, unobstructed and crisp."
+                },
+                {
+                    "camera": "Driver-eye cabin camera, approaching an intersection with a slight rightward framing to include a narrow alley and the construction staging area near the curb.",
+                    "scene": "A mid-morning intersection includes a nearby alley used for staging materials; barriers keep the alley mouth partially open while preventing vehicles from parking in front. Cones guide traffic smoothly past the corner, and a temporary pedestrian channel leads around stacked supplies. Sunlight creates sharp shadows from streetlights and signposts across the crosswalk.",
+                    "target": "Three work equipment items are staged: a yellow pallet jack, a stack of gray plastic sawhorse barricades, and a portable red fire extinguisher box on a stand. The pallet jack’s forks point toward the alley; a label reads “STAGE 3.” They occupy around 5% of the frame in the midground near the alley entrance, clearly visible behind the barrier line."
+                },
+                {
+                    "camera": "Forward-facing dashcam from inside a car in the left through lane, slightly yawed right to still capture the right-corner work zone and the intersection center.",
+                    "scene": "In bright daylight, a temporary construction zone extends into an adjacent road corner where curb stones are being replaced. A temporary stop sign controls a single-lane side street while the main intersection remains signalized. Cones separate the work area from moving traffic, and pedestrians follow a barricaded route that keeps them away from machinery swing zones.",
+                    "target": "One yellow curb-laying machine (compact paver-style unit) is parked beside stacked curb stones behind fencing. It has a black hopper, reflective striping, and white text “CURBLINE PRO.” It takes about 6% of the frame in the midground on the right corner, oriented along the side street, with its main body fully visible."
+                },
+                {
+                    "camera": "Standard driver-height dashcam, stopped behind the crosswalk line; the camera captures the temporary construction zone on the near right and the skyline of tall buildings in the distance.",
+                    "scene": "A busy downtown intersection with skyscrapers in the distance shows a temporary construction zone occupying the near-right sidewalk and a slice of curb lane. Metal fencing and cones create a clear buffer, and a temporary ramp helps pedestrians pass the corner. Vehicles remain aligned with lane markings, waiting at a red light under bright, clean daylight.",
+                    "target": "Two yellow scissor lifts are parked inside the fenced zone, their platforms lowered and guardrails visible. Reflective tape outlines the frames; one has a decal reading “LIFT 21.” They occupy about 8% of the frame in the midground-right, parked parallel to the curb with slight overlap, both clearly identifiable above the fence height."
+                },
+                {
+                    "camera": "Forward cabin camera at typical autonomous-driving height, moving slowly; the frame includes a parking-lot exit on the right and the cone-guided traffic path ahead.",
+                    "scene": "On a clear afternoon, a parking lot exit sits near an intersection where temporary barriers protect a utility repair area. Cones form a gentle curve so cars do not block the exit, and a temporary flag sign warns of trucks entering. Pedestrians stand back from the curb behind a temporary rail while a worker checks measurements near the trench.",
+                    "target": "One yellow mobile crane truck (boom folded) is parked entirely within the coned work zone, with outriggers retracted and hazard stripes on the rear. A black-on-white identifier reads “CRN-605.” It occupies about 7% of the frame in the midground near the lot exit, facing the same direction as traffic, clearly visible without blocking travel lanes."
+                },
+                {
+                    "camera": "Driver-eye dashcam viewpoint, centered on the roadway with the temporary construction zone on the far right; background proportions remain realistic with buildings and signals filling the upper half.",
+                    "scene": "A cool morning scene shows a temporary construction zone around street signage and signal cabinet maintenance at the corner. Barriers create a small protected pocket on the sidewalk while cones keep vehicles from drifting toward the curb. The intersection operates normally with clear lane arrows, and pedestrians wait behind the tactile paving until the walk signal appears.",
+                    "target": "Four work equipment targets include two gray signal-controller cabinets on dollies and two yellow portable battery packs with coiled cables. One cabinet has a tag “CTRL-7” taped to the door; the battery packs show reflective decals. They occupy about 5% of the frame in the midground-right inside the barrier pocket, aligned facing the street, clearly visible."
+                }
+            ]
+        }
+    ],
+    "task_type": "detection",
+    "world_model": "The scene revolves around an urban road intersection explicitly designed and signaled for vehicle and pedestrian systemic navigation. It contains cement pedestrian pathways, utility setups documenting neighborhood outsourcing, additional roadside provisioning consumed under construction within barricades preservation measures sacrificing sections towards immediate progressions. Direction beyond substantiates intercrowded local trading integrations extending wide end vehicular halting zones ahead pertinent environment facing skyline repeatable skyscraper view enlarging congested downtown roaming populated enhancements."
+}

batch_results/ROADWork_tra_based_wbbox/work_equipment/jacksonville_4ef53b1e757f475686a118f978687002_000000_13440_wbbox_userintent_result.json

@@ -0,0 +1,172 @@
+{
+    "core_areas": [
+        "施工区域",
+        "叉车",
+        "路面",
+        "建筑物",
+        "停车区域"
+    ],
+    "expand_areas": [
+        "道路上的标志牌",
+        "高架桥区域",
+        "草地",
+        "行人路",
+        "施工围栏",
+        "运输卡车停放区",
+        "临时仓库",
+        "施工设备存放区",
+        "道路交叉口",
+        "街道入口"
+    ],
+    "is_qualified": true,
+    "suggestion": "",
+    "targets": [
+        {
+            "image_idx": [
+                1
+            ],
+            "label": "work_equipment",
+            "name": "施工设备",
+            "prompts": [
+                "work equipment",
+                "construction tool",
+                "site machinery",
+                "forklift",
+                "portable equipment"
+            ],
+            "prompts_for_generate": [
+                "The image shows a piece of work equipment used at construction sites, typically located near operational areas. ",
+                "Work equipment portrayed here includes machinery used for transporting materials during construction.",
+                "The equipment is represented as a forklift commonly seen in outdoor and industrial environments.",
+                "The equipment depicted is stationary and located near a fence boundary.",
+                "The machinery in the image indicates typical construction operations nearby.",
+                "The equipment appears to be robust and designed for heavy-duty usage.",
+                "The machine is placed in a stable area suitable for such industrial operations.",
+                "The machinery represented is standard for urban construction work applications.",
+                "The equipment is positioned such that it will not interfere with pedestrian pathways.",
+                "Construction machines often depict robust designs and industrial utility.",
+                "The image includes practical tools for construction site logistics.",
+                "Work equipment depicted often features metallic finishes for durability.",
+                "Construction equipment caters to logistics and operational needs.",
+                "Industrial machines seen are always designed for safety and effectiveness.",
+                "The machinery at site aligns with logistical purposes like transporting goods.",
+                "Work equipment is arranged typically indicating ongoing construction pursuits.",
+                "The picture covers construction logistics tools common in urban settings.",
+                "Forklift seen is indicative of material placement and transfer tasks.",
+                "The equipment offers insights into a construction site's material handling.",
+                "The construction machinery is designed compactly for flexible operational accessibility."
+            ],
+            "target_info": "施工设备位于场景中靠近路边的小型施工区域，主体为一个叉车，该设备整体呈实用型结构，外观颜色以灰色和红色为主，设备带有金属材质的货叉和坚固的机车部分。设备通常贴地使用，且位于施工区的一侧或围栏旁。体型中等大小，比一般车辆略小，在图像中占据约 5% 的空间。场景中设备轻微遮挡但主体清晰可辨，主要朝向类别明确，适合自动驾驶与城市监控应用。",
+            "description": "用于施工场地的工具设备，例如叉车等。",
+            "llm_prompts_for_generate": [
+                {
+                    "scene": "On a wide urban arterial beside a fenced construction zone, traffic flows smoothly in the right lane while the left lane is partially coned off near a bridge ramp. Sunlight casts sharp shadows from trees on the grassy verge, and a small temporary warehouse sits behind the fence.",
+                    "target": "One forklift-style work equipment, gray body with red panels and reflective safety stickers, metal forks lowered close to the ground. It is parked just inside the fence line near stacked pallets, mid-ground, about 5% of the image, facing slightly toward the road and clearly visible.",
+                    "camera": "Front-mounted autonomous-driving camera at about 2 m height, pitched ~10° downward, looking straight ahead toward the coned lane and fenced work zone, with the elevated bridge occupying a large portion of the upper background."
+                },
+                {
+                    "scene": "Near an intersection by a commercial entrance, orange cones guide vehicles away from a shoulder work area while pedestrians wait at a crosswalk on the sidewalk. The sky is clear, and the elevated highway bridge spans across the background, creating alternating bands of sun and shade across the road.",
+                    "target": "Two pieces of work equipment: compact forklifts with gray frames and red counterweights, both with black tires and reflective striping. They sit behind a temporary barrier along the shoulder, mid-ground, each around 4% of the image, one angled parallel to traffic and the other angled inward toward a storage bay; both unobstructed.",
+                    "camera": "Vehicle-front camera at ~2 m height with a slight 10° downward tilt, centered on the lane leading toward the intersection, capturing the sidewalk, cones, and the bridge structure prominently in the distance."
+                },
+                {
+                    "scene": "Along a straight road segment under a large overpass, a construction fence encloses a staging area beside a grassy strip with small trees. A parked transport truck occupies a marked pull-off bay near the street entrance, and shadows from the bridge darken part of the fenced zone while the road remains sunlit.",
+                    "target": "One forklift work equipment with a gray chassis, red rear housing, and a black overhead guard, forks extended forward but resting low. It stands near the parked transport truck’s rear, mid-ground at about 6% of the frame, oriented parallel to the road direction, partially edged by fence posts yet clearly identifiable.",
+                    "camera": "Autonomous driving viewpoint from the front of a vehicle, 2 m high and angled down ~10°, looking forward along the right lane with the overpass and its shadow patterns dominating the upper half of the scene."
+                },
+                {
+                    "scene": "A roadside construction storage area sits behind mesh fencing on the right, with a temporary warehouse container and neatly stacked materials. Vehicles proceed in a single open lane as cones close the shoulder; a pedestrian walks along the sidewalk past a signpost, and the elevated bridge looms ahead under bright midday light.",
+                    "target": "Three work equipment vehicles: small forklifts in gray and red, each with reflective decals and metal forks. They are lined up inside the fenced storage area, mid-ground, collectively occupying about 8% of the image, arranged nose-to-tail facing the same direction as traffic, with minimal occlusion from fencing.",
+                    "camera": "Front bumper-mounted camera at roughly 2 m height, 10° downward pitch, framing the open travel lane and the fenced staging area to the right, while keeping the bridge large and central in the far background."
+                },
+                {
+                    "scene": "At a junction where a slip road meets the main street, temporary construction signs and cones form a clear channel that keeps cars away from a fenced work zone. Grass and low shrubs border the sidewalk, and a commercial building entrance with parked cars appears to the right; the overpass spans the horizon.",
+                    "target": "One forklift work equipment, gray frame with red side panels and a small yellow warning label, forks slightly raised a few centimeters. It is positioned near the fence gate by the street entrance, mid-ground about 5% of the frame, angled diagonally toward the temporary warehouse, fully visible and well-lit.",
+                    "camera": "Autonomous driving camera mounted at ~2 m, pitched down around 10°, looking ahead through the channelized intersection, capturing both the sign-guided lane path and the work zone gate area on the right."
+                },
+                {
+                    "scene": "A long fenced construction corridor runs beside the road, with cones tapering traffic away from the right shoulder. Under a clear sky, sunlight reflects off nearby building windows; a row of trees casts dappled shadows on the grass strip, and the elevated bridge structure grows larger ahead.",
+                    "target": "Two forklifts as work equipment, gray with red counterweights, black roll cages, and reflective chevrons. They are parked just inside the fence near the equipment storage corner, mid-ground, each about 4–5% of the image, facing opposite directions (one toward the bridge, one toward the warehouse) but both clearly seen.",
+                    "camera": "Front-of-vehicle camera at about 2 m height with a 10° downward angle, centered on the travel lane while keeping the right-side fenced area and the approaching bridge prominent in the upper background."
+                },
+                {
+                    "scene": "Beside a commercial driveway, a temporary roadwork sign stands near the curb and cones protect a small merge area leading past a fenced staging zone. A transport truck is backed into a parking bay inside the construction boundary, and pedestrians pass on the sidewalk under bright afternoon sun.",
+                    "target": "One forklift work equipment, gray body with red rear housing and a white serial marking like \"F-218\" on the side, forks lowered and aligned straight. It sits near the transport truck’s loading area behind the fence, mid-ground about 6% of the frame, oriented parallel to the driveway, unobstructed.",
+                    "camera": "Autonomous-driving perspective from a front-mounted camera (~2 m, ~10° down), looking forward toward the driveway and merge cones, with the fenced loading bay and bridge visible deeper in the scene."
+                },
+                {
+                    "scene": "Under the edge of an elevated highway bridge, the road transitions from shadow into sun while a construction fence separates a material yard from the sidewalk. A small cluster of temporary warehouse units sits behind the fence, and traffic continues steadily in the open lane with clear lane markings and no conflicts.",
+                    "target": "Four pieces of work equipment: compact forklifts in gray/red with reflective tape and black tires, parked in a staggered row near the warehouse units. They occupy roughly 9% total area in the mid-ground, forks pointed inward toward pallets, with slight fence occlusion at the wheels but the machines clearly recognizable.",
+                    "camera": "Vehicle-front camera at 2 m height, angled down about 10°, looking forward along the lane under the bridge, capturing the fenced yard on the right and the bridge beams dominating the upper background."
+                },
+                {
+                    "scene": "A roadside work zone sits adjacent to a grassy verge and a sidewalk with a few pedestrians near a bus stop sign. Cones create a protective buffer between moving traffic and the fence, and a street entrance to a parking lot appears ahead; the elevated bridge frames the skyline beyond the intersection.",
+                    "target": "One forklift work equipment with a gray cab frame, red body panels, and reflective orange safety stickers, forks tucked low and slightly tilted back. It is parked beside the fence at the edge of the equipment storage area, mid-ground around 5% of the image, facing the same direction as traffic, fully visible.",
+                    "camera": "Autonomous driving camera mounted front-center at ~2 m, 10° downward tilt, capturing the buffer cones, sidewalk activity, and the fenced storage area, with the bridge occupying much of the upper-middle background."
+                },
+                {
+                    "scene": "On a clear day, the main road curves gently toward an overpass while a fenced construction yard runs along the right side. A temporary signboard near the curb indicates lane guidance, and inside the fence are stacked materials and a small warehouse container; shadows from nearby trees fall across the grass strip.",
+                    "target": "Two forklifts as work equipment, both gray with red rear housings and black overhead guards, one showing a readable marking like \"SITE 12\" on a side plate. They are mid-ground near stacked pallets inside the fence, each about 4% of the frame, one facing left toward the container and one facing forward toward the road, both clear.",
+                    "camera": "Front-mounted driving camera at ~2 m height with ~10° downward pitch, aligned with the curving lane so the fenced yard stays on the right and the bridge remains large in the distant upper background."
+                },
+                {
+                    "scene": "A controlled work area occupies the shoulder near a road intersection, where cones and a temporary barrier guide vehicles into a single lane. The sidewalk hosts a couple of pedestrians walking past a utility pole and traffic monitoring equipment, while a grassy area and trees separate the road from nearby buildings.",
+                    "target": "One forklift work equipment, gray chassis with red accents and reflective silver striping, forks lowered and parallel to the ground. It is positioned just behind the barrier inside the construction boundary, mid-ground about 5% of the image, angled slightly toward the equipment storage corner; fully visible with crisp edges.",
+                    "camera": "Autonomous driving viewpoint from the vehicle front at ~2 m height, angled down 10°, focusing on the lane narrowing and intersection ahead, while keeping the fenced work zone and monitoring pole in frame."
+                },
+                {
+                    "scene": "Next to a commercial building entrance, a fenced construction staging area contains pallets and a temporary warehouse, while a transport truck is parked in a designated bay. Traffic flows past on the adjacent lane with clear markings, and the elevated bridge spans the background under strong midday sun and hard shadows.",
+                    "target": "Three forklift work equipment units, gray and red with black tires and reflective labels, parked near the truck and pallets inside the fence. They occupy about 8% total in the mid-ground, aligned roughly parallel to the road direction, forks lowered; one is partially overlapped by the truck’s shadow but remains clearly identifiable.",
+                    "camera": "Front vehicle camera at approximately 2 m, pitched down around 10°, looking forward along the road past the building entrance, capturing the fenced staging area on the right and the bridge structure prominently above."
+                },
+                {
+                    "scene": "A long straight roadway approaches a large overpass, with temporary construction signage mounted near the curb and cones protecting a shoulder work zone. A grassy strip with scattered trees runs between the sidewalk and fence, and the far background shows the underside of the bridge and distant city buildings.",
+                    "target": "One forklift work equipment, gray frame with red rear casing and a small reflective plate reading \"YARD-7\". It is parked near the fence corner by the grass, mid-ground at about 5% of the image, facing away from the camera along the road direction, forks low and visible; no major occlusions.",
+                    "camera": "Autonomous driving camera from the front of a car, 2 m high with a 10° downward tilt, centered on the lane leading toward the overpass, with the right-side fence, cones, and grass strip clearly included."
+                },
+                {
+                    "scene": "At the edge of an intersection under bright sunlight, cones create a smooth taper that pushes cars away from a fenced construction zone. A pedestrian crossing signal and a road sign stand near the sidewalk, and behind the fence a temporary warehouse container sits beside stacked supplies; the overpass dominates the skyline.",
+                    "target": "Two forklift work equipment machines, gray with red panels and reflective warning decals, parked side-by-side inside the fenced area near the container. They appear mid-ground, together about 7% of the frame, both angled slightly toward the container with forks lowered; fence mesh lightly overlaps but the forklifts remain clear.",
+                    "camera": "Front-mounted autonomous driving camera at ~2 m height, angled down ~10°, viewing the intersection approach and cone taper, while keeping the fenced container area and the overpass large in the background."
+                },
+                {
+                    "scene": "A roadside staging zone sits just before an elevated bridge, where a temporary barrier line and cones protect workers’ space and keep traffic in its lane. The grass verge is neatly cut with a few small trees, and a transport truck waits in a marked pull-off area near the equipment storage corner.",
+                    "target": "One forklift work equipment, gray metal body with red counterweight and reflective red-white striping on the rear, forks extended forward but resting near the asphalt. It is mid-ground near the pull-off bay entrance, about 6% of the image, oriented parallel to the road, clearly visible against the fence backdrop.",
+                    "camera": "Autonomous-driving camera perspective from a vehicle front, 2 m high and 10° downward, looking toward the bridge approach, capturing the pull-off bay, barrier line, and fenced staging zone on the right."
+                },
+                {
+                    "scene": "In a mixed urban corridor, a fenced construction area runs along the sidewalk while commercial parking entrances and street signs appear intermittently. Cones block off a narrow shoulder and guide vehicles past the work zone; the elevated bridge casts a broad shadow band across the far end of the street.",
+                    "target": "Five small forklifts as work equipment, gray with red housings and black overhead guards, clustered in the equipment storage area behind the fence. They occupy roughly 10% total in the mid-ground, arranged in two rows facing inward toward pallets, forks down; some minor overlap between machines but each remains distinguishable.",
+                    "camera": "Front-mounted camera at about 2 m height, pitched downward around 10°, providing a wide forward view of the lane, sidewalk, and fenced equipment cluster, with the bridge shadow visible across the distance."
+                },
+                {
+                    "scene": "Near a street entrance to a service road, a temporary signboard and cones create a protected right-side buffer beside a fenced construction yard. The yard contains a small warehouse container and stacked materials, and the main road continues straight toward an overpass under a cloudless blue sky.",
+                    "target": "One forklift work equipment, gray chassis with red side paneling and a reflective yellow warning triangle decal, forks lowered and slightly tilted back. It sits just inside the fence near the gate opening, mid-ground around 5% of the frame, facing toward the service road entrance; fully visible and sharp.",
+                    "camera": "Autonomous driving camera on the vehicle front at ~2 m with a ~10° downward angle, looking ahead toward the entrance and gate area, keeping the bridge and road signs in the upper background."
+                },
+                {
+                    "scene": "A bridge underpass frames the roadway ahead while the right shoulder hosts a fenced construction zone with a narrow internal access lane. Cones and barriers maintain safe separation from traffic, and a few pedestrians move along the sidewalk near a pole-mounted traffic camera; sunlit patches alternate with deep shade.",
+                    "target": "Two forklift work equipment units, gray and red with reflective striping and visible metal forks, parked on the internal access lane behind the fence. They are mid-ground, each about 4% of the image, both oriented along the internal lane direction (parallel to traffic), with slight shadowing but clear outlines and features.",
+                    "camera": "Front vehicle autonomous camera at 2 m height, angled down 10°, capturing the transition under the bridge, with the fenced internal lane and pedestrians on the sidewalk visible to the right."
+                },
+                {
+                    "scene": "A busy urban approach to an intersection shows clear lane markings and a coned-off shoulder leading alongside a fenced construction site. Grass and trees border the sidewalk, and a commercial building entrance with parked cars sits beyond the fence; the elevated bridge spans the far background in bright light.",
+                    "target": "One forklift work equipment, gray body with red rear housing and a black protective cage, reflective stickers on the sides, forks resting low and straight. It is positioned near stacked pallets at the fence edge, mid-ground around 5% of the frame, angled slightly toward the road but stationary; clearly visible.",
+                    "camera": "Autonomous driving camera mounted at the front (~2 m, ~10° downward), looking forward to the intersection, framing the coned shoulder and fenced pallets area, with the bridge occupying much of the upper background."
+                },
+                {
+                    "scene": "Along a straight city roadway, temporary construction fencing encloses an equipment storage zone near a small warehouse container. A transport truck is parked deeper inside the site, and cones keep the right shoulder closed while traffic proceeds normally in the open lane; late-afternoon sun creates long shadows across the asphalt.",
+                    "target": "Three forklifts as work equipment, gray with red accents and reflective rear chevrons, parked in a line beside the warehouse container. They are mid-ground, collectively about 8% of the image, all facing the same direction as traffic, forks lowered; one is partially shadowed by the container but remains easily recognizable.",
+                    "camera": "Front-mounted autonomous driving camera at about 2 m height, pitched down around 10°, aimed straight along the open lane, including the fenced storage zone on the right and the elevated bridge structure filling the distant background."
+                }
+            ]
+        }
+    ],
+    "task_type": "detection",
+    "world_model": "场景包括一个典型的城市施工区域及其周边空间，其中心有开阔的道路与清晰的车道标志。施工区域布置在道路旁边，设有后台围栏保护。紧邻施工区域的是草地和部分树木，进一步有路旁停车区域与商业建筑入口。场景的远处为一个高架桥，连接城市道路系统。周围可能包括行人活动区以及交通监控设备区域，整体环境约为一个城市施工区域与辅助空间的结合体。",
+    "camera": "摄像头安装在车辆前部约 2 米的高度，角度约为 10 度向下，覆盖整个前方施工区域以及相邻人行道路和建筑。背景中高架桥占比较大，辅助映衬施工设备所在区域。",
+    "prompt_image_descriptions": [
+        "An urban scene displaying a construction site adjacent to a road under a clear blue sky. Visible are forklifts and vehicles with surrounding vegetation and buildings, indicating ongoing operations near a highway bridge."
+    ],
+    "task_name": "施工设备检测"
+}