|
{ |
|
"_name_or_path": "google/vit-base-patch16-224-in21k", |
|
"architectures": [ |
|
"ViTForImageClassification" |
|
], |
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"attention_probs_dropout_prob": 0.0, |
|
"encoder_stride": 16, |
|
"hidden_act": "gelu", |
|
"hidden_dropout_prob": 0.0, |
|
"hidden_size": 768, |
|
"id2label": { |
|
"0": "ALL_MOTOR_VEHICLE_PROHIBITED", |
|
"1": "AXLE_LOAD_LIMIT", |
|
"10": "COMPULSARY_KEEP_LEFT", |
|
"11": "COMPULSARY_KEEP_RIGHT", |
|
"12": "COMPULSARY_MINIMUM_SPEED", |
|
"13": "COMPULSARY_SOUND_HORN", |
|
"14": "COMPULSARY_TURN_LEFT", |
|
"15": "COMPULSARY_TURN_LEFT_AHEAD", |
|
"16": "COMPULSARY_TURN_RIGHT", |
|
"17": "COMPULSARY_TURN_RIGHT_AHEAD", |
|
"18": "CROSS_ROAD", |
|
"19": "CYCLE_CROSSING", |
|
"2": "BARRIER_AHEAD", |
|
"20": "CYCLE_PROHIBITED", |
|
"21": "DANGEROUS_DIP", |
|
"22": "DIRECTION", |
|
"23": "FALLING_ROCKS", |
|
"24": "FERRY", |
|
"25": "GAP_IN_MEDIAN", |
|
"26": "GIVE_WAY", |
|
"27": "GUARDED_LEVEL_CROSSING", |
|
"28": "HANDCART_PROHIBITED", |
|
"29": "HEIGHT_LIMIT", |
|
"3": "BULLOCK_AND_HANDCART_PROHIBITED", |
|
"30": "HORN_PROHIBITED", |
|
"31": "HUMP_OR_ROUGH_ROAD", |
|
"32": "LEFT_HAIR_PIN_BEND", |
|
"33": "LEFT_HAND_CURVE", |
|
"34": "LEFT_REVERSE_BEND", |
|
"35": "LEFT_TURN_PROHIBITED", |
|
"36": "LENGTH_LIMIT", |
|
"37": "LOAD_LIMIT", |
|
"38": "LOOSE_GRAVEL", |
|
"39": "MEN_AT_WORK", |
|
"4": "BULLOCK_PROHIBITED", |
|
"40": "NARROW_BRIDGE", |
|
"41": "NARROW_ROAD_AHEAD", |
|
"42": "NO_ENTRY", |
|
"43": "NO_PARKING", |
|
"44": "NO_STOPPING_OR_STANDING", |
|
"45": "OVERTAKING_PROHIBITED", |
|
"46": "PASS_EITHER_SIDE", |
|
"47": "PEDESTRIAN_CROSSING", |
|
"48": "PEDESTRIAN_PROHIBITED", |
|
"49": "PRIORITY_FOR_ONCOMING_VEHICLES", |
|
"5": "CATTLE", |
|
"50": "QUAY_SIDE_OR_RIVER_BANK", |
|
"51": "RESTRICTION_ENDS", |
|
"52": "RIGHT_HAIR_PIN_BEND", |
|
"53": "RIGHT_HAND_CURVE", |
|
"54": "RIGHT_REVERSE_BEND", |
|
"55": "RIGHT_TURN_PROHIBITED", |
|
"56": "ROAD_WIDENS_AHEAD", |
|
"57": "ROUNDABOUT", |
|
"58": "SCHOOL_AHEAD", |
|
"59": "SIDE_ROAD_LEFT", |
|
"6": "COMPULSARY_AHEAD", |
|
"60": "SIDE_ROAD_RIGHT", |
|
"61": "SLIPPERY_ROAD", |
|
"62": "SPEED_LIMIT_15", |
|
"63": "SPEED_LIMIT_20", |
|
"64": "SPEED_LIMIT_30", |
|
"65": "SPEED_LIMIT_40", |
|
"66": "SPEED_LIMIT_5", |
|
"67": "SPEED_LIMIT_50", |
|
"68": "SPEED_LIMIT_60", |
|
"69": "SPEED_LIMIT_70", |
|
"7": "COMPULSARY_AHEAD_OR_TURN_LEFT", |
|
"70": "SPEED_LIMIT_80", |
|
"71": "STAGGERED_INTERSECTION", |
|
"72": "STEEP_ASCENT", |
|
"73": "STEEP_DESCENT", |
|
"74": "STOP", |
|
"75": "STRAIGHT_PROHIBITED", |
|
"76": "TONGA_PROHIBITED", |
|
"77": "TRAFFIC_SIGNAL", |
|
"78": "TRUCK_PROHIBITED", |
|
"79": "TURN_RIGHT", |
|
"8": "COMPULSARY_AHEAD_OR_TURN_RIGHT", |
|
"80": "T_INTERSECTION", |
|
"81": "UNGUARDED_LEVEL_CROSSING", |
|
"82": "U_TURN_PROHIBITED", |
|
"83": "WIDTH_LIMIT", |
|
"84": "Y_INTERSECTION", |
|
"9": "COMPULSARY_CYCLE_TRACK" |
|
}, |
|
"image_size": 224, |
|
"initializer_range": 0.02, |
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"intermediate_size": 3072, |
|
"label2id": { |
|
"ALL_MOTOR_VEHICLE_PROHIBITED": "0", |
|
"AXLE_LOAD_LIMIT": "1", |
|
"BARRIER_AHEAD": "2", |
|
"BULLOCK_AND_HANDCART_PROHIBITED": "3", |
|
"BULLOCK_PROHIBITED": "4", |
|
"CATTLE": "5", |
|
"COMPULSARY_AHEAD": "6", |
|
"COMPULSARY_AHEAD_OR_TURN_LEFT": "7", |
|
"COMPULSARY_AHEAD_OR_TURN_RIGHT": "8", |
|
"COMPULSARY_CYCLE_TRACK": "9", |
|
"COMPULSARY_KEEP_LEFT": "10", |
|
"COMPULSARY_KEEP_RIGHT": "11", |
|
"COMPULSARY_MINIMUM_SPEED": "12", |
|
"COMPULSARY_SOUND_HORN": "13", |
|
"COMPULSARY_TURN_LEFT": "14", |
|
"COMPULSARY_TURN_LEFT_AHEAD": "15", |
|
"COMPULSARY_TURN_RIGHT": "16", |
|
"COMPULSARY_TURN_RIGHT_AHEAD": "17", |
|
"CROSS_ROAD": "18", |
|
"CYCLE_CROSSING": "19", |
|
"CYCLE_PROHIBITED": "20", |
|
"DANGEROUS_DIP": "21", |
|
"DIRECTION": "22", |
|
"FALLING_ROCKS": "23", |
|
"FERRY": "24", |
|
"GAP_IN_MEDIAN": "25", |
|
"GIVE_WAY": "26", |
|
"GUARDED_LEVEL_CROSSING": "27", |
|
"HANDCART_PROHIBITED": "28", |
|
"HEIGHT_LIMIT": "29", |
|
"HORN_PROHIBITED": "30", |
|
"HUMP_OR_ROUGH_ROAD": "31", |
|
"LEFT_HAIR_PIN_BEND": "32", |
|
"LEFT_HAND_CURVE": "33", |
|
"LEFT_REVERSE_BEND": "34", |
|
"LEFT_TURN_PROHIBITED": "35", |
|
"LENGTH_LIMIT": "36", |
|
"LOAD_LIMIT": "37", |
|
"LOOSE_GRAVEL": "38", |
|
"MEN_AT_WORK": "39", |
|
"NARROW_BRIDGE": "40", |
|
"NARROW_ROAD_AHEAD": "41", |
|
"NO_ENTRY": "42", |
|
"NO_PARKING": "43", |
|
"NO_STOPPING_OR_STANDING": "44", |
|
"OVERTAKING_PROHIBITED": "45", |
|
"PASS_EITHER_SIDE": "46", |
|
"PEDESTRIAN_CROSSING": "47", |
|
"PEDESTRIAN_PROHIBITED": "48", |
|
"PRIORITY_FOR_ONCOMING_VEHICLES": "49", |
|
"QUAY_SIDE_OR_RIVER_BANK": "50", |
|
"RESTRICTION_ENDS": "51", |
|
"RIGHT_HAIR_PIN_BEND": "52", |
|
"RIGHT_HAND_CURVE": "53", |
|
"RIGHT_REVERSE_BEND": "54", |
|
"RIGHT_TURN_PROHIBITED": "55", |
|
"ROAD_WIDENS_AHEAD": "56", |
|
"ROUNDABOUT": "57", |
|
"SCHOOL_AHEAD": "58", |
|
"SIDE_ROAD_LEFT": "59", |
|
"SIDE_ROAD_RIGHT": "60", |
|
"SLIPPERY_ROAD": "61", |
|
"SPEED_LIMIT_15": "62", |
|
"SPEED_LIMIT_20": "63", |
|
"SPEED_LIMIT_30": "64", |
|
"SPEED_LIMIT_40": "65", |
|
"SPEED_LIMIT_5": "66", |
|
"SPEED_LIMIT_50": "67", |
|
"SPEED_LIMIT_60": "68", |
|
"SPEED_LIMIT_70": "69", |
|
"SPEED_LIMIT_80": "70", |
|
"STAGGERED_INTERSECTION": "71", |
|
"STEEP_ASCENT": "72", |
|
"STEEP_DESCENT": "73", |
|
"STOP": "74", |
|
"STRAIGHT_PROHIBITED": "75", |
|
"TONGA_PROHIBITED": "76", |
|
"TRAFFIC_SIGNAL": "77", |
|
"TRUCK_PROHIBITED": "78", |
|
"TURN_RIGHT": "79", |
|
"T_INTERSECTION": "80", |
|
"UNGUARDED_LEVEL_CROSSING": "81", |
|
"U_TURN_PROHIBITED": "82", |
|
"WIDTH_LIMIT": "83", |
|
"Y_INTERSECTION": "84" |
|
}, |
|
"layer_norm_eps": 1e-12, |
|
"model_type": "vit", |
|
"num_attention_heads": 12, |
|
"num_channels": 3, |
|
"num_hidden_layers": 12, |
|
"patch_size": 16, |
|
"problem_type": "single_label_classification", |
|
"qkv_bias": true, |
|
"torch_dtype": "float32", |
|
"transformers_version": "4.32.1" |
|
} |
|
|