smmk47/weed_detection

YOLOv11M Weed Detection Model 🌾

This repository contains a YOLOv11M object detection model trained to detect weeds in wheat fields using a custom dataset collected in 2024. It was trained for agricultural use-cases like smart farming and crop monitoring.

📁 Files Included

• —best.pt: Trained YOLOv11m model weights.
• —args.yaml: Configuration file used during training.
• —app.py: Python script to handle inference requests.
• —requirements.txt: Python dependencies.

Dataset

• —2 classes : wheat and weed
• —1600 images augmented to approx 6000
• — Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference