Contains a several group of algs used to segment parts of retina. For now, the used of archtectures like U-Net are under test and improvements, for leverage results under some metrics.
This repo was created to structure some scripts, where is separate by different responsibilities.
python3 -m venv venv
→ creates a virtual environmentvenv\Scripts\activate.bat
→ activates the environment (windows)source venv/bin/activate
→ activates the environment (mac)pip install -r requirements.txt
→ for install all dependencespip freeze > requirements.txt
→ when the development was to finish
- TensorFlow
- Keras
- PIL
- OpenCv
- Numpy
- Matplotlib
- segmentation models (https://github.com/qubvel/segmentation_models)
- albumentations