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An open API service indexing awesome lists of open source software.

OpenCV

OpenCV (Open Source Computer Vision Library) is written in C/C++, for real time computer vision. It takes advantage of multi-core processing and hardware acceleration. Applications of OpenCV includes egomotion estimation, gesture recognition, facial recognition system, and artificial neural networks.

https://github.com/oussama-zbair/imgbgremoval

Flask-based web application designed to simplify background removal from images.

deep-learning flask object-detection opencv python

Last synced: 05 May 2026

https://github.com/rezagooner/multi-task-iranian-vehicle-monitoring-system

Car recognition and license plate reading, along with recognition of the place where the license plate was issued, car color recognition and Iranian car names, accident detection and warning notification.

accident-detection ai-traffic anpr car-classification car-color-detection car-recognition city-detection computer-vision iranian-license-plate license-plate-recognition number-plate-recognition opencv persian-plates pytorch real-time-detection traffic-analysis vehicle-detection yolo yolov11 yolov8

Last synced: 05 May 2026

https://github.com/mohamad-alhamwi/image-basics-with-opencv-and-python

This repository contains the codes, information and notes I have taken, related to Computer Vision on images. with OpenCV and Python using Jupyter Notebook.

jupyter-notebook opencv python3

Last synced: 05 May 2026

https://github.com/maruyamaworks/docker-opencv-python

Python docker images with OpenCV

container docker opencv python

Last synced: 12 Jun 2026

https://github.com/akimuddinshaikh/master-s-research-project

A hybrid approach combining texture-based (GLCM) and deep learning (ResNet50) features with unsupervised clustering and supervised classification for detecting liver diseases. Achieved 99%-100% accuracy using SVM, XGBoost, and Random Forest on pseudo-labeled medical imaging datasets

agglomerative-clustering dbscan-clustering glcm kmeans-clustering opencv python random-forest resnet-50 svm-model tensorflow xgboost-model

Last synced: 05 May 2026

https://github.com/abhijithvijayan/i-see-you

Face Recognition using Python

dlib face-recognition opencv python

Last synced: 31 Mar 2025

https://github.com/szymdzum/tello-drone

Fly a DJI Tello from scratch over raw UDP, keyboard FPV with an arcade HUD, face tracking, crash detection, drift damping, and a JSONL flight recorder. Stdlib-only protocol core.

computer-vision dji-tello drone face-tracking fpv opencv python robotics telemetry tello udp

Last synced: 28 Jun 2026

https://github.com/airmomo/android-auto-helper

基于Python3和OpenCV开发的、开源的、跨平台的安卓自动化脚本开发工具

adb android opencv python

Last synced: 11 May 2026

https://github.com/fabulani/360ip-with-cuda

360° Image Processing with CUDA and OpenCV.

360-image 360-video cpp cuda image-processing opencv

Last synced: 11 May 2026

https://github.com/manel15279/computer-vision-dodge-game

A university project consisting of two parts: the first part focuses on implementing various image processing filters and color-based object detection algorithms using Python and OpenCV. The second part involves the development of a dodge game enhanced with real-time object detection for player control.

computer-vision dodge-game object-detection opencv python

Last synced: 15 Oct 2025

https://github.com/j89103138/yolov11-traffic-sign

This repository contains a YOLOv11 project for training, detection, and benchmarking of traffic signs. The project utilizes CUDA acceleration to enhance performance and efficiency in real-time traffic sign detection and evaluation.

cuda opencv python pytorch traffic traffic-sign yolov11

Last synced: 05 May 2026

https://github.com/yas-sim/openvino_docker_boilerplate

A boilerplate for an OpenVINO application in a container project using an OpenVINO base container image

container deep-learning docker inference object-detection opencv openvino python ubuntu

Last synced: 05 May 2026

https://github.com/vlmarkov/self-driving-car

Self-Driving Car based on Raspberry Pi 5 board

autonomous-driving cpp lane-detection opencv raspberry-pi self-driving-car

Last synced: 05 May 2026

https://github.com/agarnung/fourier-cropper

An application to filter an image in the frequency domain

fourier-transform image-processing opencv qtcreator

Last synced: 11 May 2026

https://github.com/iv4n-ga6l/FaceDetectionWithRecognition

Face detection with recognition using OpenCV and Haar cascades to detect faces in images or real-time video streams.

facedetection facerecognition haar-cascade haar-cascade-classifier haarcascade-frontalface opencv python

Last synced: 28 Apr 2025

https://github.com/msaadx/Signature-Image-Classification

A machine learning pipeline for signature classification and forgery detection, leveraging Python, OpenCV, TensorFlow, and sklearn. Includes data preprocessing, feature extraction, model training, and performance evaluation.

classfication cnn-classification computer-vision opencv python sklearn tensorflow

Last synced: 12 Oct 2025

https://github.com/mythologyli/springflycoffee

A coffee machine with face recognition system.

arduino coffee-machine face-recognition opencv qt rk3399pro tb-rk3399prod

Last synced: 13 Apr 2026

https://github.com/jalen0907/simple-face-detection

This project is a real-time face detection system using OpenCV. It utilizes Haar cascade classifiers to identify faces in a live webcam feed, drawing bounding boxes around detected faces. The system efficiently processes video frames and provides a simple yet effective demonstration of computer vision techniques. This project is ideal for beginners

ai computer-vision machine-learning opencv python

Last synced: 10 Jun 2025

https://github.com/ranjithguggilla/species-report-quality-assistant-demo

Image-assisted reporting QA — species suggestions, photo quality checks, review triage (public-data-safe).

citizen-science computer-vision fisheries marine-science opencv prototype public-data python pytorch streamlit

Last synced: 13 Jun 2026

https://github.com/aliy98/ros-moveit-opencv-ontology

ROS package for patrolling an indoor environment with a mobile robot

gmapping movebase moveit ontology opencv ros

Last synced: 05 May 2026

https://github.com/raheesahmed/video_description_generator

This Python script processes a video file, generates a compelling description, creates a voiceover script in the style of David Attenborough, and synthesizes the voiceover using OpenAI's Text-to-Speech API.

openai openai-api openai-chatgpt openai-tts openai-vision opencv

Last synced: 05 May 2026

https://github.com/gsaini/opencv-use-cases

A Python-based project for removing image backgrounds using OpenCV, featuring both simple threshold-based and advanced GrabCut algorithms. Includes a user-friendly Streamlit web interface for interactive processing.

computer-vision image-processing opencv pillow pillow-library python straml

Last synced: 14 Jun 2026

https://github.com/alinababer/finger-print-generation-and-discrimination-by-dcgan

This project focuses on the generation and authentication of fingerprints using Adaptive Deep Convolution Generative Adversarial Networks (ADCGAN).

dcgan deep-learning gan generative-adversarial-network generative-ai opencv python

Last synced: 05 May 2026

https://github.com/zehraaedakrtl-png/attention-analysis-baseline

Real-time attention analysis using OpenCV and MediaPipe with face orientation–based scoring.

computer-vision mediapipe opencv python-real-time

Last synced: 06 May 2026

https://github.com/yeswanthvelugoti/ai-virtual-drumset

Virtual Drumset is a fun and interactive computer vision project built using Python and OpenCV. It lets users play a virtual drumset by simply moving colored objects (like pens or sticks) in front of a webcam. No physical drumset required!

ai drumset imutils opencv pyautogui python

Last synced: 02 Jul 2026

https://github.com/utkarsh251106/smart-inventory

A Computer Vision project using YOLO11n for detecting and counting fruits and vegetables in an image or a video stream. It sends Telegram alerts if the item count drops below 5 for more than 5 seconds.

artificial-intelligence computer-vision deep-learning machine-learning objec opencv python ultralytics yolo11-detection

Last synced: 06 May 2026

https://github.com/tusharthakur8267/ocr_sentiment_analysis_text_summarization

This project extracts text from images using OCR, analyzes sentiment (positive, negative, neutral), and summarizes text for quick insights. It utilizes Python, Tesseract-OCR, NLP libraries, and Flask/FastAPI for deployment.

flask image-processing nlp opencv pil python sentiment-analysis spacy tesser

Last synced: 06 May 2026

https://github.com/vvzen/example-blobs-from-camera

Simple example to detect blobs and store their position

blob-detection cpp opencv openframeworks

Last synced: 17 May 2026

https://github.com/pklito/graphics-project

Locating cubes in an image of a voxel world, using traditional computer graphics techniques

hough-transform image-recognition lsd opencv

Last synced: 06 May 2026

https://github.com/anil951/voice-assisted-camera

Voice-Controlled Camera using Python and OpenCV, allowing users to take photos, apply filters, zoom, and record videos through voice commands and save content directly to the computer for easy access.

camera ffmepg opencv opencv-python python python3 voice-commands voice-recognition voicecamera

Last synced: 06 May 2026

https://github.com/cspyridakis/opencv-example

This is a demo, 'hello world' like, OpenCV project usign C++

computer-vision cpp opencv opencv-library

Last synced: 06 May 2026

https://github.com/renanstn/opencv-lab

Repositório dos meus estudos em opencv-python.

opencv opencv-python python

Last synced: 06 May 2026

https://github.com/alvii147/chromatic

Public image repository website, with authentication and facial detection

django opencv shopify

Last synced: 13 Apr 2026

https://github.com/mpolinowski/opencv-cambio

Differentiate Objects based on their Contour and Colour with cvZone.

areadetector cvzone object-counter opencv python

Last synced: 06 May 2026

https://github.com/si1og/raspberry_pi_objects_detection

Neural network for detection objects on a raspberry pi

computer-vision object-detection opencv opencv-python tensorflow

Last synced: 06 May 2026

https://github.com/sopheakchan/dull-razor-algorithm

DullRazor hair removal for dermoscopic skin images.

numpy opencv python

Last synced: 06 May 2026

https://github.com/itman07/airecognition

Программное обеспечение разработано с целью обнаружения и распознавания объектов, находящихся в поле зрения камеры.

ai camera computer-vision opencv python recognition

Last synced: 10 Apr 2025

https://github.com/kunalmehra075/finger-counter-opencv

A simple yet powerful AI-powered tool that counts how many fingers you're holding up using your webcam in real time! Built with Python, OpenCV, and MediaPipe, this project is a great starting point for learning gesture recognition.

computer-vision cv2 finger-counter fingercounter fingers handtracking linkedin mediapipe opencv python pythonprojects webcam

Last synced: 06 May 2026

https://github.com/rosnavigator/parallelkmeansimagecompressor

Parallel KMeans-based image quantization compressor that reduces the number of colors in an image while preserving visual quality. It uses KMeans clustering for color quantization and supports sequential, OpenMP, MPI, and CUDA implementations for performance and scalability. PoliMi - Advanced Methods for Scientific Computing (2023-2024)

boost clustering colors compression cuda image-quantization kmeans kmeans-clustering lossy-compression mpi odette opencv openmp parallel-computing parallel-programming performance polimi scalability sl-train

Last synced: 06 May 2026

https://github.com/ahdaarif/etle-with-yolov8

Detecting Traffic Law Violation Using Pre-Trained YOLOv8 Model and OpenCV: a Case of Red-Light Running

comuter-vision digital-image-processing object-detection opencv python pytorch yolov8

Last synced: 13 Apr 2026

https://github.com/grand-27-master/fingers-tap

A real-time multi-finger tap detection system

mediapipe numpy opencv python3

Last synced: 14 Apr 2026

https://github.com/muhammedhossam/asl-detection

Real-time American Sign Language (ASL) letters detection, via PyTorch, OpenCV, YOLOv11, Roboflow and LabelImg

asl-recognizer computer-vision deep-learning labelimg opencv python pythorch real-time torch yolo yolov11

Last synced: 11 May 2026

https://github.com/nbsmalltree/tom

Big Solution

inpainting opencv vsrs yuv

Last synced: 31 May 2026

https://github.com/shayanshabani/Smart-Door-Lock

A smart door phone system built with Raspberry Pi using OpenCV for face recognition. It features three modes of operation, such as recognizing known faces, sending email alerts with images of unknown visitors, and remote management via a client app. Components include LEDs, a keypad, buzzer, and push button.

face-recognition opencv pyqt5 raspberry-pi

Last synced: 13 Oct 2025

https://github.com/skellla/docker-ffmpeg-opencv-dlib

Docker image with bundled ffmpeg, opencv and dlib. [AutoBuild]

dlib docker docker-image ffmpeg opencv

Last synced: 11 Apr 2026

https://github.com/hansalemaos/cv2_collage

Create a collage from images with OpenCV

collage numpy opencv python

Last synced: 06 May 2026

https://github.com/shrikarswami/nicheapple

This is a realtime wbcam app that uses Mediapipe and OpenCV to determine the facial experession of the user and reflect that as a niche apple

mediapipe opencv python

Last synced: 06 May 2026

https://github.com/pradeepkps19/driver_drowsiness_detection

A python application to detect the drowsiness of a driver and alerts with a wake up alarm when the driver feels drowsy.

alarm driver-drowsiness-detection drowsiness frames machinelearning-python opencv python-application

Last synced: 12 May 2026

https://github.com/dhanushi2620/real-time-drowsiness-detection

A real-time driver drowsiness detection system using Convolutional Neural Networks (CNN) and OpenCV. It detects eye closure and triggers an alarm if eyes remain closed for 10 seconds, helping to prevent accidents caused by fatigue.

cnn deep-learning drowsiness-detection image-classification machine-learning opencv python real-time

Last synced: 06 May 2026

https://github.com/anirudh1905/opencv

Computer Vision related data

cnn image-processing opencv python

Last synced: 15 Jun 2026

https://github.com/alertedcoffee/imagescaner

Программа, осуществляющая поиск картинок в изображении, по заданию АО "ОКБ" "Электроавтоматика"

cmake cpp opencv qt qt6

Last synced: 09 May 2026

https://github.com/fatihilhan42/lane-line-detection-with-python

In this project you will detect lane lines in images using Python and OpenCV. OpenCV means "Open-Source Computer Vision", which is a package that has many useful tools for analyzing images.

image-processing line-detection numpy opencv python

Last synced: 06 May 2026

https://github.com/michaelyeg/cmput206opencvtracking

Object tracking using opencv

opencv python

Last synced: 11 Apr 2026

https://github.com/davidf1000/visitor-analysis-tensorflow

Visitor analysis system using Raspberry pi 4b that processes real-time video using SSD model with Tensorflow Lite to count visitor and determine visitor's walking direction vector. Analyse the Data and Predict using ML SARIMAX Predicition Model.

adafruit-io opencv python raspberry-pi

Last synced: 06 May 2026

https://github.com/dkxce/virtualcamwithchromakey

Show how to remove background (chromakey) from one camera and send in to virtual

background chromakey imagesharp opencv processing realtime video virtualcam

Last synced: 06 May 2026

https://github.com/albertomarquillas/face-anonymizer

Privacy-focused face anonymization tool using OpenCV and MediaPipe with blur, pixelate, and emoji modes. Portfolio-ready with CLI, docs, and tests.

cli-tool computer-vision face-detection image-processing mediapipe opencv privacy python

Last synced: 07 May 2026

https://github.com/farzonl/cs6250-server

The backend for the android app offloading project.

android iperf3 networking offloading offloading-framework opencv

Last synced: 07 May 2026

https://github.com/hoccyy/emotion-detector

An image classification model that detects facial emotions and returns what emotion the face is expressing based on two categories.

cv2 image-classification image-recognition machine-learning machine-learning-algorithms machinelearning ml opencv tensorflow

Last synced: 07 May 2026

https://github.com/yashrajgithub/emotion-recognization-and-analysis

This Emotion Detection Web App uses NLP and facial emotion recognition to analyze emotions from text or video. It offers text-based emotion prediction with probability visualization and a feedback form. Real-time webcam emotion detection is included (currently disabled due to compatibility).

altair api cnn-classification data-processing decision-trees fer joblib knn-classification logistic-regression machine-learning nlp-machine-learning opencv python3 speech-recognition streamlit streamlit-webapp webcam

Last synced: 13 Apr 2026

https://github.com/s-hirata0831/graphicsprocessing

Pythonによる画像処理基礎実験(with OpenCV)

numpy opencv python

Last synced: 07 May 2026

https://github.com/its-maneeshk/gestureslide-image_slider

A hand gesture-controlled image slider using OpenCV, MediaPipe, and PyQt. Control Image Slides with Hand Gestures

mediapipe opencv pyqt5

Last synced: 07 May 2026

https://github.com/lucaangioloni/ascii_webcam

Transform the video feed from a webcam into ASCII art.

ascii-art opencv python terminal

Last synced: 07 May 2026

https://github.com/krishbharadwaj5678/gestureninja

Play Fruit Ninja using just your index finger with real time gesture tracking. No mouse, no keyboard — just your webcam and smooth slicing.

automation computer-vision cvzone finger-tracking fruit-ninja game-development gamedev gesture-recognition hand-tracking mediapipe mouse mouse-control numpy opencv pyautogui python realtime virtualmouse webcam

Last synced: 07 May 2026

https://github.com/yashuv/handwritten-devnagari-optical-character-recognition

Handwritten Devnagari Optical Character Recognition(OCR) using CNN and OpenCV

cnn-keras ocr-recognition opencv python tensorflow

Last synced: 07 May 2026

https://github.com/sumanth44a/custom_hand_sign_recognition

Custom Hand Sign Recognition

mediapipe opencv python

Last synced: 07 May 2026

https://github.com/tony123105/comp4423_garbage_classification

Garbage classification using traditional machine learning approaches (HOG, LBP, SIFT features with SVM, KNN, Random Forest classifiers) and an ensemble method to categorize waste into 10 types.

computer-vision feature-extraction garbage-classification hog image-classification knn lbp machine-learning opencv python random-forest scikit-learn sift svm

Last synced: 07 May 2026

https://github.com/imskully/python-cv-fault-detection

Fault detection algorithm that determines whether or not a fault exists within a ring using raw computer vision.

ccl computer-vision matplotlib morphology numpy opencv python

Last synced: 07 May 2026

https://github.com/fggggggggd/ai-anvil

🛠️ Empower your AI journey with accessible resources on machine learning, deep learning, and intelligent systems to build knowledge and skills effectively.

ai-agents ammo-unlimited-anvil-pc anvil-cooldown-skills-instant data-science generative-ai gsoc machine-learning machinelearningalgorithms minecraft-plugin mlflow mlops opencv paper-plugin python reinforcement-learning skill-usage-anvil-pc unlimited-health-anvil-trainer utility

Last synced: 07 May 2026

https://github.com/blacklen/fruits-search

Image Search using Color Descriptor

opencv python3

Last synced: 07 May 2026

https://github.com/koralowiec/ocr-server

Part of engineering thesis. The API that takes an image with license plate and tries to return the license plate number (by preprocessing the image with OpenCV and then recognizing the characters with OCR: Tesseract)

fastapi opencv pytesseract tesseract

Last synced: 11 May 2026

https://github.com/ishtiuk/employee-registration-automation

A comprehensive project utilizing computer vision, OCR, and generative AI for automating employee registration. It extracts and verifies key details from ID cards and face images, suitable for company registrations, government ID systems, and student databases.

ai artificial-intelligence automation computer-vision deep-learning deeplearning genai generative-ai information-extraction named-entity-recognition natural-language-processing ner nlp opencv

Last synced: 18 Jan 2026

https://github.com/adamlaszlo91/winterveil

Add winter effect to images

image-manipulation midas opencv python

Last synced: 07 May 2026

https://github.com/seanny123/ee4208_eigenfaces

Eigenfaces implementation for EE4208 at NTU, including brief analysis

eigenfaces opencv python

Last synced: 16 Apr 2026

https://github.com/puripant/figur-over-text

Prototype of image/figure foreground over custom text

graphics image-processing opencv

Last synced: 16 Jun 2026

https://github.com/allanotieno254/air-pollution-decision-tree-classifier

This project implements a Decision Tree classifier to predict air pollution levels based on various environmental factors.

data-analytics opencv python

Last synced: 14 Apr 2026

https://github.com/rishn/adobe-gensolve-finale

Leverages YOLO models and keypoint detection to provide real-time player, ball, and court keypoint analysis for tennis matches.

game-analysis opencv opencv-python player-metrics pytorch score-tracking tennis yolov5 yolov8

Last synced: 07 May 2026

https://github.com/shivam-dhir/classifying-covid-19

Covid Detection with CT Scans is a Python project that uses Convolutional Neural Networks (CNNs) built with TensorFlow and Keras to detect Covid-19 from chest X-ray images. It employs OpenCV for image processing and features a simple interface using Streamlit for uploading and analyzing scans.

cnn opencv python streamlit tensorflow

Last synced: 14 Apr 2026

https://github.com/navindafernando/lane-detection

Lane Detection with Image Feature Extraction Techniques :aerial_tramway:

image-feature-extraction kernel-filters machine-learning neighborhood numpy opencv sobel-filter

Last synced: 13 Apr 2026

https://github.com/keerthivnair/cnn-and-opencv

All my convolutional neural network and open cv pipeline training exercises and projects

clahe opencv panorama-stitching sift

Last synced: 17 May 2026

https://github.com/bhuvilol/objdetect_img

Object Detecttion from a image input

numpy opencv python3 pytorch yolov8

Last synced: 04 Feb 2026

OpenCV Awesome Lists
Develop-Source 52 Robotics-Guide 224 awesome-dotnet-machine-learning 134 Computer-Vision-Guide 658 ImPromptu 307 practice-opencv-programming-projects 35 opencv-free-tutorials 34 practice-opencv-programming-courses 35
OpenCV Categories
Prompt Generator 304 Autodesk Tools and Frameworks 155 Robotics Tools and Frameworks 149 Uncategorized 133 C/C++ Learning Resources 58 R Tools, Libraries, and Frameworks 45 Game Development Tools 37 C/C++ Tools 33 C/C++ Tools and Frameworks 32 More Courses 32 More Free Tutorials 32 More Projects 32 MATLAB Tools, Libraries, Frameworks 30 ML Frameworks, Libraries, and Tools 28 Python Frameworks and Tools 28 Autodesk Learning Resources 27 Python Frameworks, Libraries, and Tools 26 Photogrammetry Tools, Libraries, and Frameworks 24 Python Learning Resources 24 学习资料 22