defect_detection

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.

Requirement

The following package are required :

• numpy
• opencv-python
• torch
• scikit-learn

Recommended python version >= 3.8

Installation

To install the latest stable release from PyPI :

pip install defect_detection

For 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.

Usage