gtsrb-model / config.json
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Training in progress, epoch 1
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{
"_name_or_path": "google/vit-base-patch16-224-in21k",
"architectures": [
"ViTForImageClassification"
],
"attention_probs_dropout_prob": 0.0,
"encoder_stride": 16,
"finetuning_task": "image-classification",
"hidden_act": "gelu",
"hidden_dropout_prob": 0.0,
"hidden_size": 768,
"id2label": {
"0": "Speed limit (20km/h)",
"1": "Speed limit (30km/h)",
"10": "No passing veh over 3.5 tons",
"11": "Right-of-way at intersection",
"12": "Priority road",
"13": "Yield",
"14": "Stop",
"15": "No vehicles",
"16": "Veh > 3.5 tons prohibited",
"17": "No entry",
"18": "General caution",
"19": "Dangerous curve left",
"2": "Speed limit (50km/h)",
"20": "Dangerous curve right",
"21": "Double curve",
"22": "Bumpy road",
"23": "Slippery road",
"24": "Road narrows on the right",
"25": "Road work",
"26": "Traffic signals",
"27": "Pedestrians",
"28": "Children crossing",
"29": "Bicycles crossing",
"3": "Speed limit (60km/h)",
"30": "Beware of ice/snow",
"31": "Wild animals crossing",
"32": "End speed + passing limits",
"33": "Turn right ahead",
"34": "Turn left ahead",
"35": "Ahead only",
"36": "Go straight or right",
"37": "Go straight or left",
"38": "Keep right",
"39": "Keep left",
"4": "Speed limit (70km/h)",
"40": "Roundabout mandatory",
"41": "End of no passing",
"42": "End no passing veh > 3.5 tons",
"43": null,
"5": "Speed limit (80km/h)",
"6": "End of speed limit (80km/h)",
"7": "Speed limit (100km/h)",
"8": "Speed limit (120km/h)",
"9": "No passing"
},
"image_size": 224,
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"Ahead only": 35,
"Beware of ice/snow": 30,
"Bicycles crossing": 29,
"Bumpy road": 22,
"Children crossing": 28,
"Dangerous curve left": 19,
"Dangerous curve right": 20,
"Double curve": 21,
"End no passing veh > 3.5 tons": 42,
"End of no passing": 41,
"End of speed limit (80km/h)": 6,
"End speed + passing limits": 32,
"General caution": 18,
"Go straight or left": 37,
"Go straight or right": 36,
"Keep left": 39,
"Keep right": 38,
"No entry": 17,
"No passing": 9,
"No passing veh over 3.5 tons": 10,
"No vehicles": 15,
"Pedestrians": 27,
"Priority road": 12,
"Right-of-way at intersection": 11,
"Road narrows on the right": 24,
"Road work": 25,
"Roundabout mandatory": 40,
"Slippery road": 23,
"Speed limit (100km/h)": 7,
"Speed limit (120km/h)": 8,
"Speed limit (20km/h)": 0,
"Speed limit (30km/h)": 1,
"Speed limit (50km/h)": 2,
"Speed limit (60km/h)": 3,
"Speed limit (70km/h)": 4,
"Speed limit (80km/h)": 5,
"Stop": 14,
"Traffic signals": 26,
"Turn left ahead": 34,
"Turn right ahead": 33,
"Veh > 3.5 tons prohibited": 16,
"Wild animals crossing": 31,
"Yield": 13
},
"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": "4.21.0.dev0"
}