| { | |
| "version": "v1", | |
| "models": [ | |
| { | |
| "name": "v1/surface_type_v1", | |
| "date": "20240923_171219", | |
| "model_architecture": "efficientNetV2SLinear", | |
| "class_to_idx": { | |
| "asphalt": 0, | |
| "concrete": 1, | |
| "paving_stones": 2, | |
| "sett": 3, | |
| "unpaved": 4 | |
| }, | |
| "train_dataset": "V1_0/annotated", | |
| "transform": { | |
| "crop": "lower_middle_half", | |
| "normalize": [ | |
| [ | |
| 0.42834484577178955, | |
| 0.4461250305175781, | |
| 0.4350937306880951 | |
| ], | |
| [ | |
| 0.22991590201854706, | |
| 0.23555299639701843, | |
| 0.26348039507865906 | |
| ] | |
| ], | |
| "resize": [ | |
| 384, | |
| 384 | |
| ] | |
| }, | |
| "task": "surface_type" | |
| }, | |
| { | |
| "name": "v1/surface_quality_asphalt_v1", | |
| "date": "20240923_144409", | |
| "model_architecture": "efficientNetV2SLinear", | |
| "class_to_idx": { | |
| "bad": 4, | |
| "excellent": 1, | |
| "good": 2, | |
| "intermediate": 3 | |
| }, | |
| "train_dataset": "V1_0/annotated", | |
| "transform": { | |
| "crop": "lower_middle_half", | |
| "normalize": [ | |
| [ | |
| 0.42834484577178955, | |
| 0.4461250305175781, | |
| 0.4350937306880951 | |
| ], | |
| [ | |
| 0.22991590201854706, | |
| 0.23555299639701843, | |
| 0.26348039507865906 | |
| ] | |
| ], | |
| "resize": [ | |
| 384, | |
| 384 | |
| ] | |
| }, | |
| "task": "surface_quality/asphalt" | |
| }, | |
| { | |
| "name": "v1/surface_quality_concrete_v1", | |
| "date": "20240924_020702", | |
| "model_architecture": "efficientNetV2SLinear", | |
| "class_to_idx": { | |
| "bad": 4, | |
| "excellent": 1, | |
| "good": 2, | |
| "intermediate": 3 | |
| }, | |
| "train_dataset": "V1_0/annotated", | |
| "transform": { | |
| "crop": "lower_middle_half", | |
| "normalize": [ | |
| [ | |
| 0.42834484577178955, | |
| 0.4461250305175781, | |
| 0.4350937306880951 | |
| ], | |
| [ | |
| 0.22991590201854706, | |
| 0.23555299639701843, | |
| 0.26348039507865906 | |
| ] | |
| ], | |
| "resize": [ | |
| 384, | |
| 384 | |
| ] | |
| }, | |
| "task": "surface_quality/concrete" | |
| }, | |
| { | |
| "name": "v1/surface_quality_paving_stones_v1", | |
| "date": "20240924_035145", | |
| "model_architecture": "efficientNetV2SLinear", | |
| "class_to_idx": { | |
| "bad": 4, | |
| "excellent": 1, | |
| "good": 2, | |
| "intermediate": 3 | |
| }, | |
| "train_dataset": "V1_0/annotated", | |
| "transform": { | |
| "crop": "lower_middle_half", | |
| "normalize": [ | |
| [ | |
| 0.42834484577178955, | |
| 0.4461250305175781, | |
| 0.4350937306880951 | |
| ], | |
| [ | |
| 0.22991590201854706, | |
| 0.23555299639701843, | |
| 0.26348039507865906 | |
| ] | |
| ], | |
| "resize": [ | |
| 384, | |
| 384 | |
| ] | |
| }, | |
| "task": "surface_quality/paving_stones" | |
| }, | |
| { | |
| "name": "v1/surface_quality_sett_v1", | |
| "date": "20240924_103221", | |
| "model_architecture": "efficientNetV2SLinear", | |
| "class_to_idx": { | |
| "bad": 4, | |
| "good": 2, | |
| "intermediate": 3 | |
| }, | |
| "train_dataset": "V1_0/annotated", | |
| "transform": { | |
| "crop": "lower_middle_half", | |
| "normalize": [ | |
| [ | |
| 0.42834484577178955, | |
| 0.4461250305175781, | |
| 0.4350937306880951 | |
| ], | |
| [ | |
| 0.22991590201854706, | |
| 0.23555299639701843, | |
| 0.26348039507865906 | |
| ] | |
| ], | |
| "resize": [ | |
| 384, | |
| 384 | |
| ] | |
| }, | |
| "task": "surface_quality/sett" | |
| }, | |
| { | |
| "name": "v1/surface_quality_unpaved_v1", | |
| "date": "20240924_131624", | |
| "model_architecture": "efficientNetV2SLinear", | |
| "class_to_idx": { | |
| "bad": 4, | |
| "intermediate": 3, | |
| "very_bad": 5 | |
| }, | |
| "train_dataset": "V1_0/annotated", | |
| "transform": { | |
| "crop": "lower_middle_half", | |
| "normalize": [ | |
| [ | |
| 0.42834484577178955, | |
| 0.4461250305175781, | |
| 0.4350937306880951 | |
| ], | |
| [ | |
| 0.22991590201854706, | |
| 0.23555299639701843, | |
| 0.26348039507865906 | |
| ] | |
| ], | |
| "resize": [ | |
| 384, | |
| 384 | |
| ] | |
| }, | |
| "task": "surface_quality/unpaved" | |
| }, | |
| { | |
| "name": "v1/road_type_v1", | |
| "date": "20240917_125206", | |
| "model_architecture": "efficientNetV2SLinear", | |
| "class_to_idx": { | |
| "1_1_road__1_1_rails_on_road": 0, | |
| "1_1_road__1_1_road_general": 1, | |
| "1_2_bicycle__1_2_cycleway": 2, | |
| "1_2_bicycle__1_2_lane": 3, | |
| "1_3_pedestrian__1_3_footway": 4, | |
| "1_3_pedestrian__1_3_railway_platform": 5, | |
| "1_4_path__1_4_path_unspecified": 6, | |
| "2_1_no_focus_no_street__2_1_all": 7 | |
| }, | |
| "train_dataset": "road_scenery", | |
| "transform": { | |
| "resize": [ | |
| 384, | |
| 384 | |
| ], | |
| "crop": "lower_half", | |
| "normalize": [ | |
| [ | |
| 0.42834484577178955, | |
| 0.4461250305175781, | |
| 0.4350937306880951 | |
| ], | |
| [ | |
| 0.22991590201854706, | |
| 0.23555299639701843, | |
| 0.26348039507865906 | |
| ] | |
| ] | |
| }, | |
| "task": "road_type" | |
| } | |
| ] | |
| } |