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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": "Apple___Apple_scab",
"1": "Apple___Black_rot",
"2": "Apple___Cedar_apple_rust",
"3": "Apple___healthy",
"4": "Blueberry___healthy",
"5": "Cherry_(including_sour)___Powdery_mildew",
"6": "Cherry_(including_sour)___healthy",
"7": "Corn_(maize)___Cercospora_leaf_spot Gray_leaf_spot",
"8": "Corn_(maize)___Common_rust_",
"9": "Corn_(maize)___Northern_Leaf_Blight",
"10": "Corn_(maize)___healthy",
"11": "Grape___Black_rot",
"12": "Grape___Esca_(Black_Measles)",
"13": "Grape___Leaf_blight_(Isariopsis_Leaf_Spot)",
"14": "Grape___healthy",
"15": "Orange___Haunglongbing_(Citrus_greening)",
"16": "Peach___Bacterial_spot",
"17": "Peach___healthy",
"18": "Pepper,_bell___Bacterial_spot",
"19": "Pepper,_bell___healthy",
"20": "Potato___Early_blight",
"21": "Potato___Late_blight",
"22": "Potato___healthy",
"23": "Raspberry___healthy",
"24": "Soybean___healthy",
"25": "Squash___Powdery_mildew",
"26": "Strawberry___Leaf_scorch",
"27": "Strawberry___healthy",
"28": "Tomato___Bacterial_spot",
"29": "Tomato___Early_blight",
"30": "Tomato___Late_blight",
"31": "Tomato___Leaf_Mold",
"32": "Tomato___Septoria_leaf_spot",
"33": "Tomato___Spider_mites Two-spotted_spider_mite",
"34": "Tomato___Target_Spot",
"35": "Tomato___Tomato_Yellow_Leaf_Curl_Virus",
"36": "Tomato___Tomato_mosaic_virus",
"37": "Tomato___healthy"
},
"image_size": 224,
"initializer_range": 0.02,
"label2id": {
"Apple___Apple_scab": 0,
"Apple___Black_rot": 1,
"Apple___Cedar_apple_rust": 2,
"Apple___healthy": 3,
"Blueberry___healthy": 4,
"Cherry_(including_sour)___Powdery_mildew": 5,
"Cherry_(including_sour)___healthy": 6,
"Corn_(maize)___Cercospora_leaf_spot Gray_leaf_spot": 7,
"Corn_(maize)___Common_rust_": 8,
"Corn_(maize)___Northern_Leaf_Blight": 9,
"Corn_(maize)___healthy": 10,
"Grape___Black_rot": 11,
"Grape___Esca_(Black_Measles)": 12,
"Grape___Leaf_blight_(Isariopsis_Leaf_Spot)": 13,
"Grape___healthy": 14,
"Orange___Haunglongbing_(Citrus_greening)": 15,
"Peach___Bacterial_spot": 16,
"Peach___healthy": 17,
"Pepper,_bell___Bacterial_spot": 18,
"Pepper,_bell___healthy": 19,
"Potato___Early_blight": 20,
"Potato___Late_blight": 21,
"Potato___healthy": 22,
"Raspberry___healthy": 23,
"Soybean___healthy": 24,
"Squash___Powdery_mildew": 25,
"Strawberry___Leaf_scorch": 26,
"Strawberry___healthy": 27,
"Tomato___Bacterial_spot": 28,
"Tomato___Early_blight": 29,
"Tomato___Late_blight": 30,
"Tomato___Leaf_Mold": 31,
"Tomato___Septoria_leaf_spot": 32,
"Tomato___Spider_mites Two-spotted_spider_mite": 33,
"Tomato___Target_Spot": 34,
"Tomato___Tomato_Yellow_Leaf_Curl_Virus": 35,
"Tomato___Tomato_mosaic_virus": 36,
"Tomato___healthy": 37
},
"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": "4.35.2",
"use_absolute_embeddings": false,
"window_size": 7
}
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