Computer vision app detecting plant leaf diseases across 8 categories via a CNN trained from scratch.
Key features
- 8-class classification covering healthy and diseased Apple/Grape leaf variants
- CNN with convolutional blocks, pooling layers and dense layers
- Data augmentation: flips, rotations, blurs, crops
- Image preprocessing: edge detection, LBP, leaf masking, ROI extraction
- Early-stopping to prevent overfitting — pre-trained models available for inference
