The Nenets walrus population is tracked by taking pictures of individuals with a drone and their subsequent manual counting. It takes a lot of human resources. Here we provide an algorithm for automatically counting.
- Install python3.9, link
- Clone project
git clone https://github.com/qvntz/walrus-detector.git walrus && cd walrus - Install dependencies
pip install -r requirements.txt - Download weights into root directory https://drive.google.com/file/d/11ltQ3723Y8E8OdLlkpADapGPLUpDVAm9/view?usp=sharing
- Launch
python main.py
- Choose a folder with images to process
- Click "Save result" and choose path to save processed images
- Wait a while