Jhonatan51998/lemon-defect-detection

Lemon Defect Detection

Two-stage inference pipeline for lemon quality control.

Stage 1 — Classifier: Binary CNN → healthy / unhealthy Stage 2 — YOLOv8 Segmentor: Detects blemish, gangrene, illness, mould, darkstyleremains

Usage

1. 1.Go to Models tab → upload lemon_classifier.onnx and lemon_seg.onnx
2. 2.Go to Run inference → upload lemon images → click Run pipeline