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"dataset_name": "Crop Disease Detection - Retrained",
"num_classes": 15,
"class_names": [
"Pepper__bell___Bacterial_spot",
"Pepper__bell___healthy",
"Potato___Early_blight",
"Potato___Late_blight",
"Potato___healthy",
"Tomato_Bacterial_spot",
"Tomato_Early_blight",
"Tomato_Late_blight",
"Tomato_Leaf_Mold",
"Tomato_Septoria_leaf_spot",
"Tomato_Spider_mites_Two_spotted_spider_mite",
"Tomato__Target_Spot",
"Tomato__Tomato_YellowLeaf__Curl_Virus",
"Tomato__Tomato_mosaic_virus",
"Tomato_healthy"
],
"class_to_idx": {
"Pepper__bell___Bacterial_spot": 0,
"Pepper__bell___healthy": 1,
"Potato___Early_blight": 2,
"Potato___Late_blight": 3,
"Potato___healthy": 4,
"Tomato_Bacterial_spot": 5,
"Tomato_Early_blight": 6,
"Tomato_Late_blight": 7,
"Tomato_Leaf_Mold": 8,
"Tomato_Septoria_leaf_spot": 9,
"Tomato_Spider_mites_Two_spotted_spider_mite": 10,
"Tomato__Target_Spot": 11,
"Tomato__Tomato_YellowLeaf__Curl_Virus": 12,
"Tomato__Tomato_mosaic_virus": 13,
"Tomato_healthy": 14
},
"split_ratios": {
"train": 0.7,
"val": 0.15,
"test": 0.15
},
"split_stats": {
"train": {
"Pepper__bell___Bacterial_spot": 697,
"Pepper__bell___healthy": 1034,
"Potato___Early_blight": 700,
"Potato___healthy": 106,
"Potato___Late_blight": 700,
"Tomato__Target_Spot": 982,
"Tomato__Tomato_mosaic_virus": 261,
"Tomato__Tomato_YellowLeaf__Curl_Virus": 2245,
"Tomato_Bacterial_spot": 1488,
"Tomato_Early_blight": 700,
"Tomato_healthy": 1113,
"Tomato_Late_blight": 1336,
"Tomato_Leaf_Mold": 666,
"Tomato_Septoria_leaf_spot": 1239,
"Tomato_Spider_mites_Two_spotted_spider_mite": 1173
},
"val": {
"Pepper__bell___Bacterial_spot": 149,
"Pepper__bell___healthy": 221,
"Potato___Early_blight": 150,
"Potato___healthy": 22,
"Potato___Late_blight": 150,
"Tomato__Target_Spot": 210,
"Tomato__Tomato_mosaic_virus": 55,
"Tomato__Tomato_YellowLeaf__Curl_Virus": 481,
"Tomato_Bacterial_spot": 319,
"Tomato_Early_blight": 150,
"Tomato_healthy": 238,
"Tomato_Late_blight": 286,
"Tomato_Leaf_Mold": 142,
"Tomato_Septoria_leaf_spot": 265,
"Tomato_Spider_mites_Two_spotted_spider_mite": 251
},
"test": {
"Pepper__bell___Bacterial_spot": 151,
"Pepper__bell___healthy": 223,
"Potato___Early_blight": 150,
"Potato___healthy": 24,
"Potato___Late_blight": 150,
"Tomato__Target_Spot": 212,
"Tomato__Tomato_mosaic_virus": 57,
"Tomato__Tomato_YellowLeaf__Curl_Virus": 482,
"Tomato_Bacterial_spot": 320,
"Tomato_Early_blight": 150,
"Tomato_healthy": 240,
"Tomato_Late_blight": 287,
"Tomato_Leaf_Mold": 144,
"Tomato_Septoria_leaf_spot": 267,
"Tomato_Spider_mites_Two_spotted_spider_mite": 252
}
},
"total_images": {
"train": 14440,
"val": 3089,
"test": 3109,
"total": 20638
}
} |