File size: 983 Bytes
1a55b38 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 | {
"architecture": "EfficientNetB0",
"image_size": [
224,
224
],
"crop_classes": [
"Maize",
"Potato",
"Tomato"
],
"disease_classes": [
"Corn_(maize)___Cercospora_leaf_spot Gray_leaf_spot",
"Corn_(maize)___Common_rust_",
"Corn_(maize)___Northern_Leaf_Blight",
"Corn_(maize)___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_Yellow_Leaf_Curl_Virus",
"Tomato___Tomato_mosaic_virus",
"Tomato___healthy"
],
"test_images": 4841,
"crop_accuracy": 0.9979343110927494,
"crop_macro_f1": 0.9954170890599903,
"disease_accuracy": 0.9750051642222681,
"disease_macro_f1": 0.9693152257967829,
"disease_weighted_f1": 0.9749148480133657
} |