https://github.com/lovaslin/defect_detection

API for defect detection in PCB and other components.
https://github.com/lovaslin/defect_detection

Last synced: 6 months ago
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API for defect detection in PCB and other components.

• Host: GitHub
• URL: https://github.com/lovaslin/defect_detection
• Owner: lovaslin
• License: bsd-3-clause
• Created: 2024-04-02T04:14:24.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-08-23T01:07:02.000Z (over 1 year ago)
• Last Synced: 2025-06-19T09:38:18.662Z (6 months ago)
• Language: Python
• Size: 35.2 KB
• Stars: 1
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# defect_detection

[![PyPI](https://img.shields.io/pypi/v/defect_detection)](https://pypi.org/project/defect_detection/)

[![Build](https://github.com/lovaslin/defect_detection/actions/workflows/cd.yml/badge.svg)](https://github.com/lovaslin/defect_detection/actions)

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 :

```bash

pip install defect_detection

```

For developper who wants to work with a local and editable version :

```bash

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