Crop Disease LibraryBeta
Government Grade Accuracy
97% Precision
Across 5,753 Samples
Our deep learning models are trained on verified datasets across 39 distinct crop categories to ensure the highest reliability for Indian smallholder farmers.
0.96
Macro Avg F1
0.97
Weighted Avg
Model Confidence
Instant diagnostic results with granular precision and recall metrics for every identified disease.
Common Categories
eco
Wheat
3 Diseases Tracked
grass
Rice
5 Diseases Tracked
nutrition
Tomato
Yellow Leaf Curl Virus
grid_view
Corn
4 Diseases Tracked
lens
Potato
Late Blight Specialists
rebase_edit
Sugarcane
Red Rot Monitoring
potted_plant
Pepper
Bacterial Spot Analysis
Common Categories
potted_plantRiceRice Leaf Blast
Precision
0.87
Recall
0.83
Support
140
ecoTomatoTomato Late Blight
Precision
0.92
Recall
0.9
Support
158
nutritionPotatoPotato Early Blight
Precision
0.96
Recall
0.98
Support
162
Full Performance Metrics (39 Categories)
| Disease Category | Precision | Recall | F1-Score | Support |
|---|---|---|---|---|
| Corn_Common_Rust | 0.99 | 1.00 | 1.00 | 179 |
| Corn_Gray_Leaf_Spot | 0.91 | 0.97 | 0.94 | 77 |
| Corn_Healthy | 1.00 | 1.00 | 1.00 | 174 |
| Corn_Northern_Leaf_Blight | 0.99 | 0.95 | 0.97 | 147 |
| Pepper_Bacterial_Spot | 0.99 | 1.00 | 1.00 | 149 |
| Pepper_Healthy | 1.00 | 1.00 | 1.00 | 222 |
| Potato_Early_Blight | 1.00 | 0.99 | 1.00 | 150 |
| Potato_Healthy | 1.00 | 1.00 | 1.00 | 75 |
| Potato_Late_Blight | 1.00 | 0.99 | 0.99 | 150 |
| Rice_Brown_Spot | 0.84 | 0.83 | 0.84 | 89 |
| Rice_Healthy | 0.90 | 0.91 | 0.91 | 217 |
| Rice_Hispa | 0.95 | 1.00 | 0.97 | 75 |
| Rice_Leaf_Blast | 0.87 | 0.83 | 0.85 | 140 |
| Rice_Neck_Blast | 1.00 | 1.00 | 1.00 | 132 |
| Sugarcane_Bacterial_Blight | 0.91 | 1.00 | 0.96 | 75 |
| Sugarcane_Healthy | 1.00 | 0.99 | 0.99 | 75 |
| Sugarcane_Red_Rot | 1.00 | 0.99 | 0.99 | 75 |
| Tomato_Bacterial_Spot | 0.99 | 0.95 | 0.97 | 319 |
| Tomato_Early_Blight | 0.93 | 0.94 | 0.94 | 150 |
| Tomato_Healthy | 1.00 | 1.00 | 1.00 | 238 |
| Tomato_Late_Blight | 1.00 | 0.99 | 0.99 | 285 |
| Tomato_Leaf_Mold | 1.00 | 0.99 | 0.99 | 143 |
| Tomato_Mosaic_Virus | 0.91 | 1.00 | 0.96 | 75 |
| Tomato_Septoria_Leaf_Spot | 0.96 | 0.99 | 0.97 | 266 |
| Tomato_Spider_Mites | 0.94 | 0.99 | 0.96 | 251 |
| Tomato_Target_Spot | 0.97 | 0.94 | 0.95 | 211 |
| Tomato_Yellow_Leaf_Curl_Virus | 1.00 | 0.99 | 1.00 | 481 |
| Wheat_Aphid | 1.00 | 1.00 | 1.00 | 75 |
| Wheat_Black_Rust | 0.91 | 0.97 | 0.94 | 75 |
| Wheat_Blast | 1.00 | 1.00 | 1.00 | 75 |
| Wheat_Brown_Rust | 0.99 | 0.94 | 0.96 | 140 |
| Wheat_Common_Root_Rot | 0.97 | 1.00 | 0.99 | 75 |
| Wheat_Fusarium_Head_Blight | 1.00 | 1.00 | 1.00 | 75 |
| Wheat_Healthy | 0.99 | 0.98 | 0.99 | 175 |
| Wheat_Mildew | 1.00 | 0.97 | 0.99 | 75 |
| Wheat_Mite | 1.00 | 1.00 | 1.00 | 75 |
| Wheat_Septoria | 1.00 | 1.00 | 1.00 | 75 |
| Wheat_Tan_Spot | 0.99 | 0.99 | 0.99 | 75 |
| Wheat_Yellow_Rust | 0.99 | 0.99 | 0.99 | 143 |
| Accuracy | 0.97 | 5753 | ||
| Macro Avg | 0.97 | 0.98 | 0.97 | 5753 |
| Weighted Avg | 0.98 | 0.97 | 0.97 | 5753 |