{ "_name_or_path": "microsoft/swinv2-tiny-patch4-window8-256", "architectures": [ "Swinv2ForImageClassification" ], "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", "38": "algal_spot", "39": "brown_blight", "40": "gray_blight", "41": "healthy", "42": "helopeltis", "43": "red_spot" }, "image_size": 256, "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, "algal_spot": 38, "brown_blight": 39, "gray_blight": 40, "healthy": 41, "helopeltis": 42, "red_spot": 43 }, "layer_norm_eps": 1e-05, "mlp_ratio": 4.0, "model_type": "swinv2", "num_channels": 3, "num_heads": [ 3, 6, 12, 24 ], "num_layers": 4, "out_features": [ "stage4" ], "out_indices": [ 4 ], "patch_size": 4, "path_norm": true, "pretrained_window_sizes": [ 0, 0, 0, 0 ], "problem_type": "single_label_classification", "qkv_bias": true, "stage_names": [ "stem", "stage1", "stage2", "stage3", "stage4" ], "torch_dtype": "float32", "transformers_version": "4.42.4", "use_absolute_embeddings": false, "window_size": 8 }