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Leaf Disease Detection

This project aims to detect leaf diseases on various plants using YOLOv3, YOLOv5 and YOLOv8.

🤗 Hugging Face link (Unfortunately, the code runs on CPU which makes it too slow.)

Example

Installation

You can run this project on your local computer easily if you have GPU support.

  • Download pretrained weights from here.

  • Clone the repository and install required packages:

git clone https://github.com/umutkavakli/leaf-disease-detection.git
cd leaf-disease-detection
python -m venv .env
pip install -r requirements.txt
  • Initialize the server:
python app.py
  • You will see a URL like "http://127.0.0.1:7860" (might be different), copy and paste it into your browser.