README.md

metadata

title: CropScan Space
emoji: 🌱
colorFrom: green
colorTo: yellow
sdk: gradio
sdk_version: 6.3.0
app_file: app.py
pinned: false

CropScan - Plant Disease Detection

A Gradio demo for plant disease detection using RF-DETR and SAM2.

Model: Davidsv/cropscan

Features

• Upload plant leaf images for disease detection
• RF-DETR for disease localization
• Optional SAM2 integration for precise segmentation masks
• Adjustable confidence threshold

Models Used

• RF-DETR: Fine-tuned object detector for disease localization (mAP@50: 0.502)
• SAM2: Segment Anything Model 2 for precise mask generation

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference