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.)

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.