This packge provides a basic API to implement defect detection algorithms. These algorithms can be tune in order to automatically detect any defects in a PCB or other components.
The following package are required :
- numpy
- opencv-python
- torch
- scikit-learn
Recommended python version >= 3.8
To install the latest stable release from PyPI :
pip install defect_detectionFor developper who wants to work with a local and editable version :
git clone https://github.com/lovaslin/defect_detection.git
cd defect_detection
pip install -e .For the local install, you should of course run the commands using a clean python environment.
I recommend to use venv to setup a pip-friendly environemnt.