API for defect detection in PCB and other components.
Project description
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
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Source Distribution
defect_detection-0.2.3.tar.gz
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