tsime
/

detr_mapilary

+{
+  "_name_or_path": "SenseTime/deformable-detr",
+  "activation_dropout": 0.0,
+  "activation_function": "relu",
+  "architectures": [
+    "DeformableDetrForObjectDetection"
+  ],
+  "attention_dropout": 0.0,
+  "auxiliary_loss": false,
+  "backbone": "resnet50",
+  "backbone_config": null,
+  "bbox_cost": 5,
+  "bbox_loss_coefficient": 5,
+  "class_cost": 1,
+  "d_model": 256,
+  "decoder_attention_heads": 8,
+  "decoder_ffn_dim": 1024,
+  "decoder_layerdrop": 0.0,
+  "decoder_layers": 6,
+  "decoder_n_points": 4,
+  "dice_loss_coefficient": 1,
+  "dilation": false,
+  "dropout": 0.1,
+  "encoder_attention_heads": 8,
+  "encoder_ffn_dim": 1024,
+  "encoder_layerdrop": 0.0,
+  "encoder_layers": 6,
+  "encoder_n_points": 4,
+  "eos_coefficient": 0.1,
+  "focal_alpha": 0.25,
+  "giou_cost": 2,
+  "giou_loss_coefficient": 2,
+  "id2label": {
+    "0": "warning--traffic-merges-right--g1",
+    "1": "warning--added-lane-right--g1",
+    "2": "warning--playground--g1",
+    "3": "other-sign",
+    "4": "information--lodging--g1",
+    "5": "regulatory--no-stopping--g15",
+    "6": "regulatory--priority-road--g4",
+    "7": "information--parking--g1",
+    "8": "complementary--turn-right--g2",
+    "9": "warning--pedestrian-stumble-train--g1",
+    "10": "regulatory--maximum-speed-limit-45--g3",
+    "11": "regulatory--stop--g1",
+    "12": "warning--railroad-crossing--g1",
+    "13": "information--end-of-built-up-area--g1",
+    "14": "regulatory--pedestrians-only--g1",
+    "15": "regulatory--no-entry--g1",
+    "16": "regulatory--one-way-straight--g1",
+    "17": "complementary--maximum-speed-limit-15--g1",
+    "18": "regulatory--keep-right--g4",
+    "19": "regulatory--yield--g1",
+    "20": "warning--pedestrians-crossing--g10",
+    "21": "regulatory--reversible-lanes--g2",
+    "22": "regulatory--turn-left--g2",
+    "23": "regulatory--no-parking--g2",
+    "24": "regulatory--one-way-right--g1",
+    "25": "regulatory--one-way-left--g1",
+    "26": "warning--divided-highway-ends--g1",
+    "27": "regulatory--maximum-speed-limit-55--g2",
+    "28": "information--pedestrians-crossing--g1",
+    "29": "regulatory--no-right-turn--g1",
+    "30": "information--tram-bus-stop--g2",
+    "31": "regulatory--turn-right-ahead--g1",
+    "32": "regulatory--no-overtaking--g1",
+    "33": "regulatory--height-limit--g1",
+    "34": "warning--domestic-animals--g3",
+    "35": "warning--traffic-merges-left--g1",
+    "36": "regulatory--maximum-speed-limit-35--g2",
+    "37": "regulatory--keep-right--g1",
+    "38": "complementary--priority-route-at-intersection--g1",
+    "39": "warning--texts--g1",
+    "40": "complementary--maximum-speed-limit-20--g1",
+    "41": "information--disabled-persons--g1",
+    "42": "warning--crossroads--g1",
+    "43": "regulatory--no-parking--g1",
+    "44": "warning--roadworks--g1",
+    "45": "complementary--turn-left--g2",
+    "46": "warning--double-curve-first-right--g1",
+    "47": "regulatory--turn-left-ahead--g1",
+    "48": "regulatory--no-heavy-goods-vehicles--g1",
+    "49": "regulatory--no-motor-vehicles-except-motorcycles--g1",
+    "50": "regulatory--maximum-speed-limit-30--g1",
+    "51": "regulatory--no-motorcycles--g1",
+    "52": "complementary--chevron-left--g2",
+    "53": "complementary--chevron-left--g3",
+    "54": "complementary--chevron-right--g3",
+    "55": "information--end-of-motorway--g1",
+    "56": "regulatory--maximum-speed-limit-50--g1",
+    "57": "warning--texts--g3",
+    "58": "warning--junction-with-a-side-road-acute-left--g1",
+    "59": "regulatory--no-heavy-goods-vehicles--g2",
+    "60": "regulatory--maximum-speed-limit-10--g1",
+    "61": "regulatory--roundabout--g1",
+    "62": "warning--texts--g2",
+    "63": "warning--pedestrians-crossing--g4",
+    "64": "complementary--keep-left--g1",
+    "65": "warning--slippery-road-surface--g1",
+    "66": "warning--double-curve-first-right--g2",
+    "67": "regulatory--no-parking--g5",
+    "68": "complementary--obstacle-delineator--g2",
+    "69": "regulatory--keep-left--g1",
+    "70": "warning--railroad-crossing-without-barriers--g4",
+    "71": "complementary--chevron-left--g1",
+    "72": "regulatory--end-of-prohibition--g1",
+    "73": "warning--junction-with-a-side-road-perpendicular-right--g1",
+    "74": "warning--roundabout--g1",
+    "75": "complementary--obstacle-delineator--g1",
+    "76": "regulatory--maximum-speed-limit-45--g1",
+    "77": "regulatory--weight-limit--g1",
+    "78": "warning--slippery-road-surface--g2",
+    "79": "complementary--distance--g3",
+    "80": "warning--junction-with-a-side-road-perpendicular-left--g3",
+    "81": "regulatory--go-straight--g1",
+    "82": "information--road-bump--g1",
+    "83": "warning--children--g1",
+    "84": "regulatory--maximum-speed-limit-40--g1",
+    "85": "warning--other-danger--g1",
+    "86": "regulatory--no-buses--g3",
+    "87": "regulatory--no-heavy-goods-vehicles--g4",
+    "88": "complementary--chevron-right-unsure--g6",
+    "89": "complementary--chevron-right--g5",
+    "90": "complementary--chevron-right--g1",
+    "91": "information--stairs--g1",
+    "92": "warning--curve-right--g1",
+    "93": "complementary--pass-right--g1",
+    "94": "complementary--chevron-right--g4",
+    "95": "warning--t-roads--g1",
+    "96": "regulatory--no-u-turn--g2",
+    "97": "warning--junction-with-a-side-road-perpendicular-right--g3",
+    "98": "warning--horizontal-alignment-right--g1",
+    "99": "warning--pedestrians-crossing--g1",
+    "100": "regulatory--keep-left--g2",
+    "101": "warning--wombat-crossing--g1",
+    "102": "regulatory--no-hawkers--g1",
+    "103": "warning--railroad-crossing-with-barriers--g1",
+    "104": "warning--uneven-road--g2",
+    "105": "complementary--extent-of-prohibition-area-both-direction--g1",
+    "106": "warning--t-roads--g2",
+    "107": "regulatory--turn-left--g1",
+    "108": "regulatory--turn-left--g3",
+    "109": "information--parking--g3",
+    "110": "regulatory--turn-right--g2",
+    "111": "regulatory--no-motor-vehicles--g4",
+    "112": "regulatory--shared-path-pedestrians-and-bicycles--g1",
+    "113": "regulatory--no-overtaking--g5",
+    "114": "regulatory--maximum-speed-limit-5--g1",
+    "115": "complementary--go-left--g1",
+    "116": "warning--double-curve-first-left--g1",
+    "117": "regulatory--go-straight-or-turn-left--g2",
+    "118": "regulatory--turn-right--g3",
+    "119": "information--interstate-route--g1",
+    "120": "regulatory--lane-control--g1",
+    "121": "warning--road-bump--g2",
+    "122": "warning--roadworks--g3",
+    "123": "regulatory--one-way-left--g3",
+    "124": "warning--narrow-bridge--g1",
+    "125": "complementary--maximum-speed-limit-50--g1",
+    "126": "warning--curve-left--g2",
+    "127": "regulatory--maximum-speed-limit-60--g1",
+    "128": "regulatory--maximum-speed-limit-100--g1",
+    "129": "regulatory--maximum-speed-limit-120--g1",
+    "130": "information--dead-end--g1",
+    "131": "complementary--maximum-speed-limit-55--g1",
+    "132": "warning--junction-with-a-side-road-acute-right--g1",
+    "133": "regulatory--maximum-speed-limit-70--g1",
+    "134": "regulatory--no-u-turn--g3",
+    "135": "regulatory--no-right-turn--g2",
+    "136": "regulatory--no-stopping--g5",
+    "137": "warning--roadworks--g2",
+    "138": "complementary--go-right--g1",
+    "139": "warning--wild-animals--g4",
+    "140": "information--bike-route--g1",
+    "141": "information--food--g2",
+    "142": "regulatory--go-straight-or-turn-left--g3",
+    "143": "regulatory--turn-right-ahead--g2",
+    "144": "regulatory--no-stopping--g2",
+    "145": "regulatory--give-way-to-oncoming-traffic--g1",
+    "146": "warning--children--g2",
+    "147": "complementary--maximum-speed-limit-35--g1",
+    "148": "warning--road-bump--g1",
+    "149": "regulatory--no-u-turn--g1",
+    "150": "warning--pass-left-or-right--g2",
+    "151": "regulatory--no-overtaking--g2",
+    "152": "regulatory--turn-right--g1",
+    "153": "warning--curve-right--g2",
+    "154": "regulatory--no-turns--g1",
+    "155": "regulatory--no-turn-on-red--g3",
+    "156": "regulatory--no-parking-or-no-stopping--g2",
+    "157": "regulatory--stop-here-on-red-or-flashing-light--g2",
+    "158": "regulatory--maximum-speed-limit-25--g2",
+    "159": "warning--junction-with-a-side-road-perpendicular-left--g1",
+    "160": "warning--winding-road-first-right--g1",
+    "161": "warning--accidental-area-unsure--g2",
+    "162": "regulatory--no-overtaking--g4",
+    "163": "warning--school-zone--g2",
+    "164": "regulatory--wrong-way--g1",
+    "165": "regulatory--road-closed--g2",
+    "166": "regulatory--no-stopping--g8",
+    "167": "complementary--distance--g1",
+    "168": "warning--emergency-vehicles--g1",
+    "169": "warning--kangaloo-crossing--g1",
+    "170": "complementary--maximum-speed-limit-30--g1",
+    "171": "warning--turn-right--g1",
+    "172": "regulatory--truck-speed-limit-60--g1",
+    "173": "regulatory--priority-over-oncoming-vehicles--g1",
+    "174": "information--pedestrians-crossing--g2",
+    "175": "information--parking--g5",
+    "176": "information--children--g1",
+    "177": "regulatory--passing-lane-ahead--g1",
+    "178": "information--airport--g1",
+    "179": "information--limited-access-road--g1",
+    "180": "regulatory--no-motor-vehicles-except-motorcycles--g2",
+    "181": "information--safety-area--g2",
+    "182": "warning--roundabout--g25",
+    "183": "regulatory--no-left-turn--g1",
+    "184": "warning--roadworks--g4",
+    "185": "complementary--trucks--g1",
+    "186": "regulatory--go-straight--g3",
+    "187": "warning--steep-ascent--g7",
+    "188": "warning--divided-highway-ends--g2",
+    "189": "information--parking--g45",
+    "190": "regulatory--buses-only--g1",
+    "191": "regulatory--one-way-right--g3",
+    "192": "regulatory--maximum-speed-limit-20--g1",
+    "193": "warning--road-narrows--g1",
+    "194": "warning--road-narrows-left--g1",
+    "195": "complementary--accident-area--g3",
+    "196": "regulatory--one-way-left--g2",
+    "197": "warning--road-narrows-left--g2",
+    "198": "warning--trucks-crossing--g1",
+    "199": "regulatory--bicycles-only--g1",
+    "200": "complementary--maximum-speed-limit-70--g1",
+    "201": "warning--curve-left--g1",
+    "202": "warning--domestic-animals--g1",
+    "203": "regulatory--maximum-speed-limit-30--g3",
+    "204": "warning--road-narrows-right--g2",
+    "205": "regulatory--keep-right--g6",
+    "206": "information--living-street--g1",
+    "207": "complementary--tow-away-zone--g1",
+    "208": "regulatory--triple-lanes-turn-left-center-lane--g1",
+    "209": "regulatory--maximum-speed-limit-90--g1",
+    "210": "complementary--both-directions--g1",
+    "211": "complementary--maximum-speed-limit-45--g1",
+    "212": "warning--turn-left--g1",
+    "213": "regulatory--maximum-speed-limit-80--g1",
+    "214": "complementary--maximum-speed-limit-75--g1",
+    "215": "regulatory--dual-lanes-go-straight-on-right--g1",
+    "216": "regulatory--do-not-block-intersection--g1",
+    "217": "regulatory--radar-enforced--g1",
+    "218": "warning--traffic-merges-right--g2",
+    "219": "regulatory--stop--g10",
+    "220": "regulatory--go-straight-or-turn-left--g1",
+    "221": "regulatory--no-straight-through--g2",
+    "222": "regulatory--end-of-maximum-speed-limit-70--g2",
+    "223": "regulatory--minimum-safe-distance--g1",
+    "224": "regulatory--no-turn-on-red--g1",
+    "225": "regulatory--stop-signals--g1",
+    "226": "information--gas-station--g1",
+    "227": "regulatory--end-of-speed-limit-zone--g1",
+    "228": "warning--two-way-traffic--g1",
+    "229": "warning--railroad-crossing-without-barriers--g3",
+    "230": "information--hospital--g1",
+    "231": "warning--stop-ahead--g9",
+    "232": "warning--railroad-crossing--g3",
+    "233": "information--motorway--g1",
+    "234": "information--emergency-facility--g2",
+    "235": "warning--road-widens--g1",
+    "236": "regulatory--road-closed-to-vehicles--g3",
+    "237": "information--highway-exit--g1",
+    "238": "regulatory--no-turn-on-red--g2",
+    "239": "regulatory--no-pedestrians--g2",
+    "240": "regulatory--width-limit--g1",
+    "241": "warning--hairpin-curve-right--g1",
+    "242": "complementary--keep-right--g1",
+    "243": "warning--junction-with-a-side-road-perpendicular-left--g4",
+    "244": "warning--flaggers-in-road--g1",
+    "245": "warning--wild-animals--g1",
+    "246": "warning--traffic-signals--g4",
+    "247": "warning--crossroads--g3",
+    "248": "warning--two-way-traffic--g2",
+    "249": "warning--traffic-signals--g2",
+    "250": "regulatory--one-way-right--g2",
+    "251": "regulatory--no-overtaking-by-heavy-goods-vehicles--g1",
+    "252": "complementary--distance--g2",
+    "253": "warning--double-reverse-curve-right--g1",
+    "254": "warning--double-curve-first-left--g2",
+    "255": "complementary--except-bicycles--g1",
+    "256": "warning--traffic-signals--g1",
+    "257": "complementary--chevron-left--g5",
+    "258": "warning--road-widens-right--g1",
+    "259": "regulatory--maximum-speed-limit-40--g6",
+    "260": "warning--horizontal-alignment-left--g1",
+    "261": "regulatory--no-bicycles--g1",
+    "262": "regulatory--maximum-speed-limit-15--g1",
+    "263": "regulatory--no-straight-through--g1",
+    "264": "regulatory--parking-restrictions--g2",
+    "265": "regulatory--no-parking-or-no-stopping--g1",
+    "266": "warning--uneven-road--g6",
+    "267": "complementary--go-right--g2",
+    "268": "warning--railroad-intersection--g3",
+    "269": "warning--railroad-crossing--g4",
+    "270": "information--airport--g2",
+    "271": "complementary--trucks-turn-right--g1",
+    "272": "regulatory--end-of-bicycles-only--g1",
+    "273": "warning--road-narrows--g2",
+    "274": "warning--narrow-bridge--g3",
+    "275": "warning--pedestrians-crossing--g5",
+    "276": "regulatory--maximum-speed-limit-led-60--g1",
+    "277": "regulatory--no-parking-or-no-stopping--g3",
+    "278": "regulatory--pedestrians-only--g2",
+    "279": "warning--slippery-motorcycles--g1",
+    "280": "regulatory--pass-on-either-side--g2",
+    "281": "complementary--one-direction-right--g1",
+    "282": "warning--pedestrians-crossing--g9",
+    "283": "regulatory--go-straight-or-turn-right--g1",
+    "284": "information--end-of-living-street--g1",
+    "285": "information--bus-stop--g1",
+    "286": "warning--winding-road-first-left--g1",
+    "287": "warning--bus-stop-ahead--g3",
+    "288": "warning--double-turn-first-right--g1",
+    "289": "warning--winding-road-first-right--g3",
+    "290": "warning--railroad-crossing-with-barriers--g2",
+    "291": "warning--railroad-intersection--g4",
+    "292": "regulatory--keep-right--g2",
+    "293": "warning--bicycles-crossing--g2",
+    "294": "regulatory--bicycles-only--g2",
+    "295": "regulatory--maximum-speed-limit-led-80--g1",
+    "296": "warning--height-restriction--g2",
+    "297": "regulatory--maximum-speed-limit-50--g6",
+    "298": "warning--hairpin-curve-right--g4",
+    "299": "warning--traffic-signals--g3",
+    "300": "regulatory--mopeds-and-bicycles-only--g1",
+    "301": "regulatory--no-left-turn--g2",
+    "302": "regulatory--end-of-no-parking--g1",
+    "303": "regulatory--end-of-priority-road--g1",
+    "304": "regulatory--no-heavy-goods-vehicles-or-buses--g1",
+    "305": "warning--uneven-roads-ahead--g1",
+    "306": "regulatory--road-closed-to-vehicles--g1",
+    "307": "warning--hairpin-curve-left--g1",
+    "308": "information--trailer-camping--g1",
+    "309": "regulatory--no-stopping--g4",
+    "310": "regulatory--no-pedestrians-or-bicycles--g1",
+    "311": "regulatory--no-heavy-goods-vehicles--g5",
+    "312": "warning--other-danger--g3",
+    "313": "warning--falling-rocks-or-debris-right--g1",
+    "314": "regulatory--dual-lanes-go-straight-on-left--g1",
+    "315": "regulatory--u-turn--g1",
+    "316": "complementary--maximum-speed-limit-40--g1",
+    "317": "regulatory--stop-here-on-red-or-flashing-light--g1",
+    "318": "information--parking--g6",
+    "319": "regulatory--no-motor-vehicle-trailers--g1",
+    "320": "regulatory--no-pedestrians--g1",
+    "321": "regulatory--no-pedestrians--g3",
+    "322": "warning--traffic-merges-left--g2",
+    "323": "regulatory--text-four-lines--g1",
+    "324": "regulatory--dual-path-bicycles-and-pedestrians--g1",
+    "325": "regulatory--maximum-speed-limit-40--g3",
+    "326": "information--parking--g2",
+    "327": "warning--bicycles-crossing--g3",
+    "328": "regulatory--pass-on-either-side--g1",
+    "329": "regulatory--no-bicycles--g3",
+    "330": "warning--pass-left-or-right--g1",
+    "331": "complementary--chevron-left--g4",
+    "332": "warning--falling-rocks-or-debris-right--g2",
+    "333": "regulatory--maximum-speed-limit-led-100--g1",
+    "334": "warning--pedestrians-crossing--g12",
+    "335": "complementary--buses--g1",
+    "336": "warning--road-narrows-right--g1",
+    "337": "information--highway-interstate-route--g2",
+    "338": "warning--y-roads--g1",
+    "339": "warning--railroad-crossing-without-barriers--g1",
+    "340": "information--telephone--g2",
+    "341": "regulatory--maximum-speed-limit-110--g1",
+    "342": "regulatory--no-right-turn--g3",
+    "343": "regulatory--stop--g2",
+    "344": "regulatory--left-turn-yield-on-green--g1",
+    "345": "warning--dual-lanes-right-turn-or-go-straight--g1",
+    "346": "regulatory--dual-path-pedestrians-and-bicycles--g1",
+    "347": "regulatory--maximum-speed-limit-100--g3",
+    "348": "complementary--one-direction-left--g1",
+    "349": "regulatory--no-left-turn--g3",
+    "350": "regulatory--go-straight-or-turn-right--g3",
+    "351": "warning--dip--g2",
+    "352": "warning--bicycles-crossing--g1",
+    "353": "regulatory--no-motorcycles--g2",
+    "354": "regulatory--road-closed--g1",
+    "355": "warning--winding-road-first-left--g2",
+    "356": "regulatory--end-of-maximum-speed-limit-30--g2",
+    "357": "warning--loop-270-degree--g1",
+    "358": "complementary--maximum-speed-limit-25--g1",
+    "359": "warning--falling-rocks-or-debris-right--g4",
+    "360": "regulatory--maximum-speed-limit-65--g2",
+    "361": "warning--trail-crossing--g2",
+    "362": "regulatory--no-vehicles-carrying-dangerous-goods--g1",
+    "363": "information--end-of-limited-access-road--g1",
+    "364": "information--telephone--g1",
+    "365": "information--central-lane--g1",
+    "366": "warning--offset-roads--g3",
+    "367": "regulatory--roundabout--g2",
+    "368": "warning--roadworks--g6",
+    "369": "warning--crossroads-with-priority-to-the-right--g1",
+    "370": "information--no-parking--g3",
+    "371": "information--gas-station--g3",
+    "372": "regulatory--dual-lanes-turn-right-or-straight--g1",
+    "373": "regulatory--maximum-speed-limit-25--g1",
+    "374": "regulatory--no-bicycles--g2",
+    "375": "regulatory--dual-lanes-turn-left-or-straight--g1",
+    "376": "regulatory--no-mopeds-or-bicycles--g1",
+    "377": "warning--horizontal-alignment-right--g3",
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+}

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