| { | |
| "crop_classifier": { | |
| "name": "crop_classifier", | |
| "classes": [ | |
| "Brassica", | |
| "Corn", | |
| "GourdGuava", | |
| "Potato", | |
| "Solanacea", | |
| "Wheat" | |
| ], | |
| "task": "classify", | |
| "model_size_mb": 12.55, | |
| "predictions": [ | |
| { | |
| "image": "0001.jpg", | |
| "predicted_class": "Solanacea", | |
| "confidence": 0.9683, | |
| "top3": [ | |
| { | |
| "class": "Solanacea", | |
| "conf": 0.9683 | |
| }, | |
| { | |
| "class": "Brassica", | |
| "conf": 0.017 | |
| }, | |
| { | |
| "class": "Potato", | |
| "conf": 0.0146 | |
| } | |
| ] | |
| }, | |
| { | |
| "image": "0002.jpg", | |
| "predicted_class": "Brassica", | |
| "confidence": 1.0, | |
| "top3": [ | |
| { | |
| "class": "Brassica", | |
| "conf": 1.0 | |
| }, | |
| { | |
| "class": "Solanacea", | |
| "conf": 0.0 | |
| }, | |
| { | |
| "class": "Potato", | |
| "conf": 0.0 | |
| } | |
| ] | |
| }, | |
| { | |
| "image": "0001.png", | |
| "predicted_class": "Brassica", | |
| "confidence": 1.0, | |
| "top3": [ | |
| { | |
| "class": "Brassica", | |
| "conf": 1.0 | |
| }, | |
| { | |
| "class": "GourdGuava", | |
| "conf": 0.0 | |
| }, | |
| { | |
| "class": "Solanacea", | |
| "conf": 0.0 | |
| } | |
| ] | |
| } | |
| ] | |
| }, | |
| "rice_disease": { | |
| "name": "rice_disease", | |
| "classes": [ | |
| "Rice__Bacterial_Leaf_Blight", | |
| "Rice__Brown_Spot", | |
| "Rice__Healthy_Leaf", | |
| "Rice__Leaf_Blast", | |
| "Rice__Leaf_Scald", | |
| "Rice__Narrow_Brown_Leaf_Spot", | |
| "Rice__Rice_Hispa", | |
| "Rice__Sheath_Blight" | |
| ], | |
| "task": "classify", | |
| "model_size_mb": 3.21, | |
| "predictions": [ | |
| { | |
| "image": "0001.jpg", | |
| "predicted_class": "Rice__Sheath_Blight", | |
| "confidence": 1.0, | |
| "top3": [ | |
| { | |
| "class": "Rice__Sheath_Blight", | |
| "conf": 1.0 | |
| }, | |
| { | |
| "class": "Rice__Bacterial_Leaf_Blight", | |
| "conf": 0.0 | |
| }, | |
| { | |
| "class": "Rice__Rice_Hispa", | |
| "conf": 0.0 | |
| } | |
| ] | |
| }, | |
| { | |
| "image": "0002.jpg", | |
| "predicted_class": "Rice__Sheath_Blight", | |
| "confidence": 1.0, | |
| "top3": [ | |
| { | |
| "class": "Rice__Sheath_Blight", | |
| "conf": 1.0 | |
| }, | |
| { | |
| "class": "Rice__Leaf_Blast", | |
| "conf": 0.0 | |
| }, | |
| { | |
| "class": "Rice__Bacterial_Leaf_Blight", | |
| "conf": 0.0 | |
| } | |
| ] | |
| } | |
| ] | |
| }, | |
| "wheat_disease": { | |
| "name": "wheat_disease", | |
| "classes": [ | |
| "BlackPoint", | |
| "Blast", | |
| "FusariumFootRot", | |
| "Healthy", | |
| "HealthyLeaf", | |
| "Leaf Rust", | |
| "LeafBlight", | |
| "Powdery Mildew", | |
| "Stem Rust", | |
| "Stripe Rust", | |
| "WheatBlast" | |
| ], | |
| "task": "classify", | |
| "model_size_mb": 9.44, | |
| "predictions": [] | |
| }, | |
| "corn_disease": { | |
| "name": "corn_disease", | |
| "classes": [ | |
| "Common_Rust", | |
| "Gray_Leaf_Spot", | |
| "Healthy", | |
| "Northern_Leaf_Blight" | |
| ], | |
| "task": "classify", | |
| "predictions": [] | |
| }, | |
| "potato_disease": { | |
| "name": "potato_disease", | |
| "classes": [ | |
| "Potato__Early_Blight", | |
| "Potato__Healthy_Leaf", | |
| "Potato__Late_Blight" | |
| ], | |
| "task": "classify", | |
| "model_size_mb": 11.03, | |
| "predictions": [ | |
| { | |
| "image": "0001.jpg", | |
| "predicted_class": "Potato__Early_Blight", | |
| "confidence": 0.9764, | |
| "top3": [ | |
| { | |
| "class": "Potato__Early_Blight", | |
| "conf": 0.9764 | |
| }, | |
| { | |
| "class": "Potato__Late_Blight", | |
| "conf": 0.0236 | |
| }, | |
| { | |
| "class": "Potato__Healthy_Leaf", | |
| "conf": 0.0 | |
| } | |
| ] | |
| }, | |
| { | |
| "image": "0002.jpg", | |
| "predicted_class": "Potato__Late_Blight", | |
| "confidence": 1.0, | |
| "top3": [ | |
| { | |
| "class": "Potato__Late_Blight", | |
| "conf": 1.0 | |
| }, | |
| { | |
| "class": "Potato__Early_Blight", | |
| "conf": 0.0 | |
| }, | |
| { | |
| "class": "Potato__Healthy_Leaf", | |
| "conf": 0.0 | |
| } | |
| ] | |
| } | |
| ] | |
| }, | |
| "brassica_disease": { | |
| "name": "brassica_disease", | |
| "classes": [ | |
| "Cabbage__Alternaria_Spot", | |
| "Cabbage__Black_Rot", | |
| "Cabbage__Downy_Mildew", | |
| "Cabbage__Healthy_Leaf", | |
| "Cauliflower__Alternaria_Disease", | |
| "Cauliflower__Bacterial_Soft_Rot", | |
| "Cauliflower__Bacterial_Spot", | |
| "Cauliflower__Black_Spot", | |
| "Cauliflower__Downy_Mildew", | |
| "Cauliflower__Healthy", | |
| "Cauliflower__Nutrient_Deficiency" | |
| ], | |
| "task": "classify", | |
| "model_size_mb": 11.05, | |
| "predictions": [ | |
| { | |
| "image": "0001.jpg", | |
| "predicted_class": "Cauliflower__Downy_Mildew", | |
| "confidence": 0.9996, | |
| "top3": [ | |
| { | |
| "class": "Cauliflower__Downy_Mildew", | |
| "conf": 0.9996 | |
| }, | |
| { | |
| "class": "Cabbage__Downy_Mildew", | |
| "conf": 0.0003 | |
| }, | |
| { | |
| "class": "Cauliflower__Healthy", | |
| "conf": 0.0001 | |
| } | |
| ] | |
| }, | |
| { | |
| "image": "0002.jpg", | |
| "predicted_class": "Cauliflower__Healthy", | |
| "confidence": 1.0, | |
| "top3": [ | |
| { | |
| "class": "Cauliflower__Healthy", | |
| "conf": 1.0 | |
| }, | |
| { | |
| "class": "Cauliflower__Nutrient_Deficiency", | |
| "conf": 0.0 | |
| }, | |
| { | |
| "class": "Cauliflower__Black_Spot", | |
| "conf": 0.0 | |
| } | |
| ] | |
| }, | |
| { | |
| "image": "0001.png", | |
| "predicted_class": "Cauliflower__Healthy", | |
| "confidence": 1.0, | |
| "top3": [ | |
| { | |
| "class": "Cauliflower__Healthy", | |
| "conf": 1.0 | |
| }, | |
| { | |
| "class": "Cauliflower__Downy_Mildew", | |
| "conf": 0.0 | |
| }, | |
| { | |
| "class": "Cauliflower__Bacterial_Spot", | |
| "conf": 0.0 | |
| } | |
| ] | |
| } | |
| ] | |
| } | |
| } |