Opencv-python Libraries

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Opencv-python Libraries

📖 OpenCV-Python image processing tutorial for beginners

使用 Docker 访问：如果您觉得写的不错的话，欢迎打赏，我会努力写出更好的内容！✊🤟

A Python package for fast and robust Image Stitching

A Python package for fast and robust Image Stitching. You can use the CLI as described above (read "current directory" as "/data directory") You can also use the Stitcher class in your script Specify…

A set of Python classes that transport OpenCV images from one computer to another using PyZMQ messaging.

First, run this code on the Mac (or other display computer): Then, on each Raspberry Pi, run: Wow! A video surveillance system with 8 (or more!) Raspberry Pi cameras in 19 lines of Python. Contents T…

A Python package for fast and robust Image Stitching

A Python package for fast and robust Image Stitching. Or use the Stitcher class in your script Specify your custom settings as You can e.g. visualize the RANSAC matches between the images or the seam…

A bot that plays Teamfight Tactics using OCR. Keeps track of bench, board, items, and plays the user defined team comp.

ModuleNotFoundError: No module named 'win32gui' I double clicked main.py, a window popped up and closed instantly. The bot said it is moving, buying, and selling champions, but nothing is happening. …

Image Processing techniques using OpenCV and Python.

Welcome aboard. With the growing technologies out in the world, we have seen how important Image Processing has become. This repository provides a complete understanding of the practical implementati…

Face Recognition Security

Protect your Computer against strangers ! If foreigners want to log in to your computer, ring your phone and lock the computer screen automatically. Face Recognition in Live Camera • Python 3.3+ or P…

opencv-python 应用

图像迷你实验室，可进行图像实验，图像处理，图像分析。

Eyeglasses detection for real-time videos based on face alignment with Dlib and OpenCV-Python

To determine the presence of glasses, the edgeness value (y-direction) of two important regions on the aligned face are computed. Then a indicator is constructed based on these values to do the class…

Learn to create a REST API microservice for extracting faces from images using OpenCV, OpenCV-python, Flask, Docker, and Heroku

Extract faces from any image by building a REST API microservice using OpenCV Code upgraded for Python 3.10

BoxDetect is a Python package based on OpenCV which allows you to easily detect rectangular shapes like character or checkbox boxes on scanned forms.

Main purpose of this library is to provide helpful functions for processing document images like bank forms, applications, etc. and extract regions where character boxes or tick/check boxes are prese…

Fourier and Images

Fourier and Images is a project that tries to draw images with circles. Note that you'll need ImageMagick only if you want to save stuff to a gif. Getting one set of circles with one image: Pikachu G…

FFT based image registration tool for Python and MATLAB

This program provides robust image registration method using "Phase Correlation" technique. With this toolbox, you can estimate Translation, Rotation and Scaling between two images. Output form is su…

GPU accelerated video processing on OpenCV with Python.

This repository describes a solution for processing video files with GPU code using OpenCV in Python. I present the class that handles the video reading and present example on how to use it in exampl…

Python implementation of the video stabilizing algorithm used in YouTube

Firstly, the affine transform between all the consecutive 2 frames are computed, so that we achieve an estimate of the camera trajectory. Now, the above camera trajectory will be wobbly and needs to …

A python example for using OpenCV to identify faces within @britishmuseum images.

This is a very simple example and pulls busts (100 of them) from the British Museum collection and uses them to create image montages. Within the folder are all the files pulled from the example scri…

Welcome to Machine Learning: Zero to Hero: From the fundamentals of machine learning to advanced techniques like regressions, classification, clustering, Neural Networks, OpenCV, Recommendation Engines and more, this Python-based repository provides a comprehensive guide for mastering ML.

This project was originally initiated under the influence of Google Developer Student Clubs and Microsoft Learn Student Ambassadors - SSUET campus to teach more and more students about technology. Ov…

Player detection and ball detection in football matches using image processing(opencv).

Player detection and ball detection in Football videos There are multiple ways to detect players in any sports videos.Here I have used simple image processing techniques to detect players by only usi…

Flutter WebRTC demo with Python server to perform image processing on video frames using OpenCV

This demo project should help you to get setup sending a video feed from a flutter app to a python backend to allow you to then perform some image processing on the video frames using OpenCV. First i…

Computer Vision Essentials in Python Programming Language :tada:

Computer vision is an interdisciplinary scientific field that deals with how computers can gain high-level understanding from digital images or videos. From the perspective of engineering, it seeks t…

An AI based helmet detection , which can detect the helmets from the images with 99% accuracy . It is implemented using Opencv, Python, YOLOV3 .

Helmet detection, which can detect the helmets from the images and the video with around 99% accuracy. Implemented using Opencv, Python, YOLOV3. Create a folder named - Output And run this command - …

Extract and solve sudoku from an image using Computer Vision and Deep Learning

SolveSudoku extract and solve sudoku from image. It uses a collection of image processing techniques and Convolution Neural Network for training and recognition of characters.CNN is trained on MNIST …

OpenCV based visual logger for debugging, logging and testing image processing code

Just by switching mode, you can use the same line of code for loggingand debugging. Also you can log houghlines, countour and more. Pull requests are welcome. For major changes, please open an issue …

This chessbot uses computer vision and python to play chess automatically

This chess bot can play automatically as white or black on lichess.com, chess.com, chess24.com and theoretically any website using drag and drop to move pieces. It uses stockfish engine to process mo…

:zap: Fast inter-process communication (IPC) using memory mapped file in python

This repository is an example on how to do fast inter-processcommunication using memory mapped file in python. It is designed to bea minimal learning material that will help you understand memory map…

Computer Vision model to detect face in the first frame of a video and to continue tracking it in the rest of the video. This is implemented in OpenCV 3.3.0 and Python 2.7

Computer Vision model to detect face in the first frame of a video using pre-trained Viola-Jones detector and to continue tracking it in the rest of the video frames using: CamShift Particle Filter K…