What it does

LeafNet detects and segments diseased regions on plant leaves. Capture or upload a leaf photo, and the model highlights affected areas with precision overlays — boxes, masks, and confidence scores.

Who it's for

Farmers monitoring crop health, plant pathologists conducting field surveys, and agricultural researchers analyzing disease spread. Works on any device, no specialised hardware required.

How to use

• Tap the leaf area to upload an image
• Press Run Diagnosis
• Tap the eye icon to compare original vs result
• Adjust threshold, color, and overlays in Settings
• Enable Attention Heatmap to see where the model focused
• Download the annotated result

Model

RF-DETR-Seg-Nano fine-tuned on a leaf disease segmentation dataset. Runs entirely on CPU via ONNX Runtime.