Human-action-swin / config.json
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{
"_name_or_path": "microsoft/swin-tiny-patch4-window7-224",
"architectures": [
"SwinForImageClassification"
],
"attention_probs_dropout_prob": 0.0,
"depths": [
2,
2,
6,
2
],
"drop_path_rate": 0.1,
"embed_dim": 96,
"encoder_stride": 32,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.0,
"hidden_size": 768,
"id2label": {
"0": "calling",
"1": "clapping",
"2": "dancing",
"3": "laughing",
"4": "sleeping",
"5": "fighting",
"6": "texting",
"7": "listening_to_music",
"8": "drinking",
"9": "running",
"10": "using_laptop",
"11": "cycling",
"12": "sitting",
"13": "eating",
"14": "hugging"
},
"image_size": 224,
"initializer_range": 0.02,
"label2id": {
"calling": 0,
"clapping": 1,
"cycling": 11,
"dancing": 2,
"drinking": 8,
"eating": 13,
"fighting": 5,
"hugging": 14,
"laughing": 3,
"listening_to_music": 7,
"running": 9,
"sitting": 12,
"sleeping": 4,
"texting": 6,
"using_laptop": 10
},
"layer_norm_eps": 1e-05,
"mlp_ratio": 4.0,
"model_type": "swin",
"num_channels": 3,
"num_heads": [
3,
6,
12,
24
],
"num_layers": 4,
"out_features": [
"stage4"
],
"out_indices": [
4
],
"patch_size": 4,
"path_norm": true,
"problem_type": "single_label_classification",
"qkv_bias": true,
"stage_names": [
"stem",
"stage1",
"stage2",
"stage3",
"stage4"
],
"torch_dtype": "float32",
"transformers_version": "4.39.3",
"use_absolute_embeddings": false,
"window_size": 7
}