detr_mapilary_reduced / config.json
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{
"_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,
"disable_custom_kernels": 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",
"378": "information--camp--g1",
"379": "warning--pedestrians-crossing--g11",
"380": "regulatory--no-motor-vehicles--g1",
"381": "warning--shared-lane-motorcycles-bicycles--g1",
"382": "information--minimum-speed-40--g1",
"383": "information--dead-end-except-bicycles--g1",
"384": "regulatory--do-not-stop-on-tracks--g1",
"385": "warning--turn-right--g2",
"386": "warning--trams-crossing--g1",
"387": "warning--railroad-crossing-with-barriers--g4",
"388": "warning--restricted-zone--g1",
"389": "regulatory--end-of-maximum-speed-limit-70--g1",
"390": "regulatory--turning-vehicles-yield-to-pedestrians--g1",
"391": "warning--playground--g3",
"392": "regulatory--bicycles-only--g3",
"393": "warning--hairpin-curve-left--g3",
"394": "regulatory--end-of-buses-only--g1",
"395": "regulatory--dual-lanes-turn-left-no-u-turn--g1",
"396": "regulatory--shared-path-bicycles-and-pedestrians--g1",
"397": "warning--equestrians-crossing--g2",
"398": "regulatory--weight-limit-with-trucks--g1",
"399": "regulatory--detour-left--g1",
"400": "information--end-of-pedestrians-only--g2"
},
"init_std": 0.02,
"init_xavier_std": 1.0,
"is_encoder_decoder": true,
"label2id": {
"complementary--accident-area--g3": 195,
"complementary--both-directions--g1": 210,
"complementary--buses--g1": 335,
"complementary--chevron-left--g1": 71,
"complementary--chevron-left--g2": 52,
"complementary--chevron-left--g3": 53,
"complementary--chevron-left--g4": 331,
"complementary--chevron-left--g5": 257,
"complementary--chevron-right--g1": 90,
"complementary--chevron-right--g3": 54,
"complementary--chevron-right--g4": 94,
"complementary--chevron-right--g5": 89,
"complementary--chevron-right-unsure--g6": 88,
"complementary--distance--g1": 167,
"complementary--distance--g2": 252,
"complementary--distance--g3": 79,
"complementary--except-bicycles--g1": 255,
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