{"repo":"karakurai/visual_inspection","free":true,"listed":false,"github":"https://github.com/karakurai/visual_inspection","clone":"git clone https://github.com/karakurai/visual_inspection.git","description":"An application for visual inspection written in Python, running on Windows, Linux, and macOS. This software enables high-performance visual inspection even with an inexpensive web camera. No GPU machine required. It is possible to automate the inspection in a factory.","language":"Python","stars":53,"topics":["anomaly-detection","preprocessing","pyhon","visual-inspection","windows","factory","linux","macos","raspberry-pi"],"license":"MIT","category":"workflow-automation","readme_excerpt":"The Japanese ReadMe is described in the second half. (後半に日本語のReadMeを記載) Visual Inspection Application This application can easily automate visual inspections and foreign matter inspections in factories. All you have to do is prepare an inexpensive web camera and a PC (no GPU required) and you can start inspection immediately. Because MIT license, you can use it for commercial purposes and modify the source code. The following images are application screens and a camera installation example. Application features - Works on a PC without GPU. - Works with an inexpensive webcam (no need for expensive camera). - You can specify the area to inspect in the image. - Inspection supports both conventional AI and deep-learning-based AI. - AI model creation with no-code is realized by using ADFI. - Capable of pre-processing more than 10 types of images (Grayscaling, edge extraction, mask processing, etc.). - Multiple AIs can simultaneously inspect (double check). - By using multiple cameras, the top and sides of an object can be inspected simultaneously. Quick & easy start 1) Install Clone this repository and install the libraries(numpy, opencv-python, Pillow, kivy, kivymd) in Python 3.8 or Python 3.9 environment. If you have a different version of Python, you may not be able to install these libraries. (The verified version of this source code is Python 3.9.13.) 2) Application launch Start the application by running main.py. 3) Set display scaling If the layout of the application is bro","default_branch":null,"files":null,"tree":[],"storefront":"/r/karakurai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/karakurai/visual_inspection/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}