|
{ |
|
"_name_or_path": "google/vit-base-patch16-224-in21k", |
|
"architectures": [ |
|
"ViTForImageClassification" |
|
], |
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"attention_probs_dropout_prob": 0.0, |
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"encoder_stride": 16, |
|
"finetuning_task": "image-classification", |
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"hidden_act": "gelu", |
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"hidden_dropout_prob": 0.0, |
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"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" |
|
} |
|
|