{ "_name_or_path": "google/vit-base-patch16-224-in21k", "architectures": [ "ViTForImageClassification" ], "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, "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" }