README.md

metadata

title: Weed Detection
emoji: 🚀
colorFrom: green
colorTo: purple
sdk: gradio
sdk_version: 5.25.2
app_file: app.py
pinned: false

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.

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📁 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.

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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