Vision AI for Coconut Disease Detection & Segmentation
- Detects and segments Aceria guerreronis (Mandari) disease in coconuts at over 92% accuracy using YOLOv5 (92% precision, 90% recall) and U-Net with ResNet34 for segmentation.
- Applied contrast enhancement and edge-detection preprocessing for a 20% performance boost; deployed on Streamlit for real-time predictions.