Ecosyste.ms: Awesome
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.
- GitHub: https://github.com/topics/opencv
- Wikipedia: https://en.wikipedia.org/wiki/OpenCV
- Repo: https://github.com/opencv
- Created by: Intel Corporation, Willow Garage, Itseez
- Released: December 23, 2017
- Related Topics: c, cpp, java, python,
- Last updated: 2024-11-15 00:21:19 UTC
- JSON Representation
https://github.com/auralius/perspective-correction
A simple demo for perspective corrections
homography opencv opencv-python perspective
Last synced: 31 Oct 2024
https://github.com/nits2612/data-science-projects
Portfolio of data science projects completed by me during PGP AI/ML, self learning, and hobby purposes.
data data-science dataanalysis deep deep-learning keras machine-learning matplotlib numpy opencv pandas python scikit-learn seaborn surprise-python tensorflow transfer-learning
Last synced: 31 Oct 2024
https://github.com/serdaraltin/fusion-motion-engine
FusionMotionEngine integrates real-time animation and motion capture with Unreal Engine, utilizing Kinect2 and IMU sensors, AI, and OpenCV for advanced motion analysis and seamless development.
animation imu-sensor kinect2 mocap opencv unreal-engine
Last synced: 31 Oct 2024
https://github.com/serdaraltin/fusion-vision
This module dedicated to processing and analyzing visual data using advanced computer vision algorithms, primarily leveraging Kinect sensor data and OpenCV for real-time applications.
3d-reconstruction computer-vision image-processing kinect motion-tracking opencv
Last synced: 31 Oct 2024
https://github.com/vishwas-chakilam/smart-attendance-system-using-opencv
The Smart Attendance System is an innovative application designed to automate attendance tracking using real-time facial recognition technology. Developed with Python, the system leverages the `OpenCV` and `face-recognition` libraries to detect and recognize faces through a live camera feed.
attendance-management-system computer-vision face-detection facial-recognition image-processing opencv python3 tkinter-gui
Last synced: 31 Oct 2024
https://github.com/pyresearch/fire-and-smoke-detection-for-oil-industry-safety-yolov9
Fire and Smoke Detection for Oil Industry Safety | YOLOv9
computer computer-vision computervision fire oil oil-and-gas opencv python3 smoke
Last synced: 31 Oct 2024
https://github.com/moanassiddiqui/face-it
An image detection, computer vision program that detects a face in the frame.
computer-vision deep-learning machine-learning opencv tensorflow2
Last synced: 31 Oct 2024
https://github.com/trflorian/ratatata
OpenCV + PyAutoGUI playing Ratatata rhythm game
automation game opencv pyautogui python
Last synced: 31 Oct 2024
https://github.com/solrikk/optichrom
This repository provides a collection of Python tools and applications for comparing images using various algorithms such as ORB (Oriented FAST and Rotated BRIEF) and SSIM (Structural Similarity Index). The tools include both command-line scripts and graphical user interface (GUI) applications for ease of use
computer-vision cv2 feature-matching image-comparison image-comparison-tool machine-learning numpy object-detection opencv orb python scikit-image ssim tkinter visualization yolo yolov5
Last synced: 31 Oct 2024
https://github.com/moizeali/moizeali.github.io
Personal website and portfolio of Syed Moiz Ali, showcasing my work and experience in Machine Learning and NLP.
computer-vision data-science deep-learning machine-learning mlops opencv python
Last synced: 31 Oct 2024
https://github.com/bilalm04/autonomous-lane-detection
An autonomous lane detection system leveraging OpenCV to process images and videos, accurately identifying lanes and providing key visualizations.
artificial-intelligence computer-vision lane-detection machine-learning matplotlib numpy opencv python
Last synced: 31 Oct 2024
https://github.com/ishinzoo/songrecommendation
This project is a machine learning-based system that recommends songs based on the user's detected emotions. The application uses facial expression recognition to determine the user's current emotional state and suggests songs that align with that emotion. This system can be particularly useful for personalized music streaming services, helping use
machine-learning mediapipe numpy opencv os python tenserflow
Last synced: 31 Oct 2024
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: 31 Oct 2024
https://github.com/abdulhadi806/gun-detection
Yolov8 model finetuned on hands gun dataset on L4 GPUs
ai computervision gun-detection opencv yolov8
Last synced: 31 Oct 2024
https://github.com/piero24/vanillanet-cpp
A fully connected Neural Network in C++ with SGD from scratch, achieving 98% accuracy on the MNIST dataset.
backpropagation cmake cpp deep-learning deep-neural-networks loss-functions neural-network neural-networks-from-scratch opencv softmax
Last synced: 31 Oct 2024
https://github.com/ajithprakash8055/image_stitching
This repository contains an implementation of an image stitching algorithm using OpenCV and Python. The goal is to combine multiple overlapping images to create a seamless panoramic view by detecting features, estimating homography, and blending the images smoothly.
Last synced: 31 Oct 2024
https://github.com/4444tensei/kazecaptchaapi
OpenCV+ddddocr验证码在线识别接口服务。实现远程识别图像验证码、滑块验证码偏移距离，皆在为你的任何开发语言便捷集成验证码识别功能。现在你可以使用任何方式、任何语言实现，只需要它能够发送一个简单HTTP POST请求。
ddddocr flask opencv opencv-python python-script script verification verification-code
Last synced: 09 Nov 2024
https://github.com/m-rishab/ai-image-editor
A powerful web-based image editing tool that combines the capabilities of background removal and DALL-E image transformation in one intuitive interface.
computer-vision deep-learning deeplabv3 flask image-manipulation image-processing machine-learning openai-api opencv python3 pytorch pytorch-implementation semantic-segmentation
Last synced: 09 Nov 2024
https://github.com/dermatologist/opencv-face-docker
:whale: Docker Images with opencv and face recognition libraries installed with conda.
docker face-recognition image-classification machine-learning opencv
Last synced: 28 Oct 2024
https://github.com/akari2600/pdf_analyzer_poc
PDF layout analysis with OpenCV
kivy opencv pdf-document-processor
Last synced: 09 Oct 2024
https://github.com/ayulockin/humain_faceless
Detect faces in an image and give prediction about the age, ethnicity and emotion of that face.
deeplearning face-detection image-processing keras mtcnn-face-detection multiclass-classification multilabel-classification opencv tensorflow
Last synced: 28 Oct 2024
https://github.com/adithya-s-k/busted
Busted a easy way of using you laptop webcam as a security device. The program will detect when there is motion and send you a video if anything is stolen
motion opencv python skimage tkinter-gui
Last synced: 05 Nov 2024
https://github.com/warleysr/pronki
PronKi is an Android app that allows you to practice your pronunciation using your Anki flashcards. It also has other features that can be helpful on your language learning journey!
android anki assessment gemini highlighted-text opencv pronunciation
Last synced: 09 Oct 2024
https://github.com/guuri11/mousepy
Python script to control your mouse using hands gesture
cv2 handgesture-recognition mouse opencv python python3 tensorflow
Last synced: 09 Nov 2024
https://github.com/jameskulu/smart-security-system-pi4
It is a security system made using raspberry pi 4. It sends an email with the picture to the owner if it detects an unauthorized user's face.
opencv python3 raspberry-pi-4 raspberry-pi-camera
Last synced: 13 Nov 2024
https://github.com/smallab/raspicam-meets-cinder-on-raspi4
Using the RaspiCam on Raspberry Pi 4 for computer vision and compiling with Cinder (C++) and OpenCV.
cinder computer-vision cplusplus cpp interactive-installation libcinder opencv raspberry-pi-4 raspberry-pi-camera shaders
Last synced: 13 Nov 2024
https://github.com/octylfractal/homebrew-corext
homebrew-core extensions
homebrew homebrew-formulae opencv python34
Last synced: 20 Oct 2024
https://github.com/shashi278/wordbase-hack
Wordbase is a nice game but I'm just sooo bad at it!
boggle-solver opencv wordbase-hack
Last synced: 20 Oct 2024
https://github.com/dnhkng/caffein-ai-tor
AI-powered caffeine delivery system
Last synced: 07 Nov 2024
https://github.com/unanancyowen/customvisionsample
Azure Cognitive Services - Custom Vision Sample Program for OpenCV DNN Module (C++)
cognitive-services custom-vision opencv
Last synced: 13 Oct 2024
https://github.com/kmr0877/image-processing-with-opencv
To read the given Sergei Prokudin Gorsky image file,perform simple mathematical computations on images and reconstruct using image pyramids and perform image adjustments such as improving contrast,brightness etc. and produce a clear image output
brightness-control color-scheme contrast-enhancement grayscale-images image-processing numpy-library opencv python-3-5 rgb-color rgb-color-converter
Last synced: 18 Nov 2024
https://github.com/0xibra/imagerie
Useful computer vision functions and operations
computer-vision image-processing opencv python
Last synced: 23 Oct 2024
https://github.com/zjcv/ztransforms
Implementation of torchvision-like based on albumentations
albumentations data-augmentation imgaug opencv pytorch torchvision transforms vision
Last synced: 28 Oct 2024
https://github.com/itsachrafmansari/face_recognition
Face detection and face recognition in Python using OpenCV and Face_Recognition libraries.
face-detection face-recognition opencv opencv-python opencv3-python python python3
Last synced: 11 Nov 2024
https://github.com/marc-kruiss/signlanguage-actiondetection
This project allows to train and test sign language data to identify numbers, the alphabet and poses with the help of opencv and mediapipe
action-recognition ai artificial-intelligence lstm lstm-neural-networks mediapipe mediapipe-hands opencv python
Last synced: 05 Nov 2024
https://github.com/kasraskari/skin-retouching
skin retouching and using mouse-handling with OpenCV
computer-vision inpainting jupyter-notebook mouse-events opencv python skin-retouching
Last synced: 31 Oct 2024
https://github.com/ayushverma135/objectspotter
A Web App using Flask Framework of Python which will Detect Objects and finding out their names from images by using Python's OpenCV library using Pre-Trained Coco Dataset.
computer-vision machine-learning opencv python
Last synced: 08 Nov 2024
https://github.com/denismakogon/oraclelinux-opencv
Oracle Linux 7 OpenCV-ready images (compatible with JavaCV and OpenPNP)
debian docker docker-images java jdk11 jdk12 multistage opencv oracle-linux
Last synced: 31 Oct 2024
https://github.com/rufilboss/image_classifier
Image Classifier using CIFAR-10 and TensorFlow/Keras
image-classification kera keras-classification-models open-source opencv python tensorflow
Last synced: 31 Oct 2024
https://github.com/tatopaato/cv-project-sport
This project focuses on the calibration cameras surrounding the SANBAPOLIS Sports Hall. The goals of the project are to calibrate the cameras, reconstruct their positions, and develop a graphical user interface (GUI) for simultaneous point highlighting across multiple camera views
camera-calibration computer-vision opencv
Last synced: 31 Oct 2024
https://github.com/krishnaura45/imagequant
Combining NLP and Deep Learning for Image-Based Entity Extraction
cnn deep-learning easyocr gpu keras-ocr lstm machine-learning nlp ocr opencv pillow pytesseract pytorch resnet-50 tensorflow
Last synced: 31 Oct 2024
https://github.com/utkarsh251106/tracking-with-yolo
This project uses YOLOv8 and DeepSORT to detect and track children and adults in video streams. It assigns unique IDs, handles re-tracking after occlusions, and outputs an annotated video with labeled bounding boxes.
computer-vision deep-learning deepsort machine-learning numpy opencv python torch ultralytics yolov8
Last synced: 31 Oct 2024
https://github.com/mrsajadpp/pet-ai
This repository contains code for detecting if a bottle is made of PET (Polyethylene Terephthalate) using a Convolutional Neural Network (CNN) model built with TensorFlow and Keras. It includes scripts for training the model and for using the model to make predictions on new images.
ai artificial-intelligence opencv python
Last synced: 31 Oct 2024
https://github.com/daniel-lima-lopez/road-identification-via-semantic-segmentation
Example of the use of the ENet model trained on the Cityscapes dataset, applied to the identification of the region of pixels belonging to the road and its edge.
neura opencv python semantic-segmentation
Last synced: 31 Oct 2024
https://github.com/shivakumargourimath/color-detection-using-opencv-and-python
The Color Detection Project leverages the capabilities of OpenCV and Python to create a system for identifying and naming colors in images.
color-detection color-detection-python opencv pandas python
Last synced: 31 Oct 2024
https://github.com/tengkoku/portal-opening-using-hand-tracking-in-unity
cvzone hand-tracking opencv python real-time unity
Last synced: 31 Oct 2024
https://github.com/make2explore/tutorial-opencv-on-jetsonnano-with-cuda-support
Installation of OpenCV on JetsonNano with CUDA support
artificial-intelligence artificial-neural-networks computer-vision image-processing machine-learning opencv opencv-python pytorch tensorflow
Last synced: 09 Oct 2024
https://github.com/himanshirohera/autosmart-infotainment
Smart in-car infotainment with facial recognition. Unlock and control your car’s infotainment system with face authentication, featuring a sleek UI/UX for music, navigation, and settings.
haar-cascade opencv python ui-design ux-design
Last synced: 31 Oct 2024
https://github.com/seyfu-t/jbarcode_1d
A re-implementation and extension of iyyun/Barcode_1D in java
barcode barcode-detection barcode-detector opencv opencv-java opencv4
Last synced: 31 Oct 2024
https://github.com/vishwast333/traffixvision
TraffixVision is an advanced video analysis tool for real-time traffic monitoring. It detects lanes, tracks vehicles using YOLOv8, and analyzes their direction and travel time. Ideal for smart cities, it provides real-time metrics, counts vehicles, and outputs annotated videos, aiding in traffic management and road safety.
Last synced: 31 Oct 2024
https://github.com/bhavinpatel4199/image-processing-with-opencv-and-cuda-on-google-colab
This repository demonstrates image processing using OpenCV with CUDA for GPU acceleration on Google Colab. It includes basics like displaying and manipulating images, alongside advanced techniques using CUDA to enhance performance. Ideal for learning GPU-accelerated image processing in Python.
computer-vision cuda google-colab gpu-acceleration high-performance-computing image-processing opencv pixel-manupulation
Last synced: 31 Oct 2024
https://github.com/hansalemaos/a_cv2_imshow_thread
Solution for the "window - not responding" problem with cv2.imshow()
Last synced: 31 Oct 2024
https://github.com/bhavinpatel4199/ai-vision_system
This repository focuses on computer vision and image processing using Python and OpenCV. It includes hands-on exercises for mastering OpenCV operations and implementations of key vision algorithms like Harris Corner Detection, SIFT, and YOLO Object Detection.
algorithms computer-vision feature-detection harris-corner-detector image-processing opencv python swift vision-system yolov3
Last synced: 31 Oct 2024
https://github.com/swastikm2k4/face-recognition-in-python
Its basically a python code to recognize a face when the camera is switched on.
Last synced: 31 Oct 2024
https://github.com/bertuginal/python-deep-learning
Python Deep Learning Functions
keras opencv python tensorflow
Last synced: 07 Nov 2024
https://github.com/sarojbelbase/detect-my-mask
Uilizing Tensorflow and openCV frameworks, we have created a Face Mask Detection Software Script.
face-detection made-in-nepal mask-detection opencv raspberry-pi rpi4 tenserflow train-model
Last synced: 24 Oct 2024
https://github.com/fooock/face-detector
Script to detect human faces in images using OpenCV
face face-detection face-detection-application face-detector faces faces-recongnition opencv opencv-python opencv3 python python3 recognition
Last synced: 31 Oct 2024
https://github.com/jimohola/car-park-space-counting-using-opencv
A project about how we can count the number of cars in a Car Park using OpenCV.
conputer-vision opencv pycharm python
Last synced: 31 Oct 2024
https://github.com/cyberlument/opencv-colormasking-red-
This mini project opencv is for educational purpose.
numpy opencv opencv-python pycharm vscode
Last synced: 31 Oct 2024
https://github.com/abeed04/object-detection-model-using-cv2
Leverage OpenCV (cv2) to build an object detection system. This system would combine a pre-trained MobileNet model, trained on the COCO dataset, with a frozen inference graph for real-time object identification within images or videos.
cocodataset frozen mobilenetv3 opencv pycharm-ide
Last synced: 31 Oct 2024
https://github.com/divyanshuxpandey/-person-identification-and-verification-using-machine-learning
Person Identification and Verification using Machine Learning via AI camera is used for identify and verify using human image.
opencv pycharm-ide python tensorflow yolov4
Last synced: 31 Oct 2024
https://github.com/darshpreet18/person-proximity-insight-detector
Person Proximity Insight Detector is basically a Machine learning project designed to get person identity individually using face recognition and distance measurement by training machine with various inputs
opencv pycharm-ide python tensorflow yolov4
Last synced: 31 Oct 2024
https://github.com/lerman25/matlabcameracalibrationwithpython
Using Matlab's Python engine for stereo calibration (For those who are unfamiliar with Matlab but prefers it over OpenCV)
camera-calibration matlab opencv stereo-camera-calibration
Last synced: 24 Oct 2024
https://github.com/shashankkumbhare/traffic-light-classifier
A computer vision project to classify traffic light signals as either red, yellow or green.
autonomous-car autonomous-vehicles computer-vision deep-learning machine-learning opencv opencv-python self-driving-cars
Last synced: 24 Oct 2024
https://github.com/constraintautomaton/client_pgu1
The client part of the PgU1 project it. It command the robot and do the video processing
numpy opencv paramiko pyqt5 python3 raspberry-pi-3
Last synced: 28 Oct 2024
https://github.com/jacobkahn/multiplayar-core
Computer vision and data transmission infrastructure powering a MultiplayAR system
augmented-reality computer-vision cpp multiplayer opencv
Last synced: 14 Oct 2024
https://github.com/monuelo/facerecognition
Face recognition with OpenCV integrated with arduino
arduino cpp face-recognition opencv
Last synced: 29 Oct 2024
https://github.com/tripolskypetr/node-gyp-opencv
I created a simple script which will compile OpenCV 3.4 with opencv_contrib (SIFT, SURF available) for linking with Native Abstractions for Node.js on Ubuntu 18.04
bash-script cpp native-abstractions-for-node node-gyp node-js opencv sift static-linking surf ubuntu1804
Last synced: 31 Oct 2024
https://github.com/abhijithvijayan/i-see-you
Face Recognition using Python
dlib face-recognition opencv python
Last synced: 25 Oct 2024
https://github.com/pinto0309/automaticimagemask
A tool to mask hard copies of Ubuntu terminals with specified keywords.
google-cloud-vision opencv python
Last synced: 29 Oct 2024
https://github.com/guilospanck/tcc-pdfversion
TCC: DESENVOLVIMENTO E USO DE TECNOLOGIA UTILIZANDO REALIDADE VIRTUAL E AUMENTADA COMO FORMA DE COOPERAÇÃO COM O TRATAMENTO DE PROBLEMAS PSÍQUICOS, SOMÁTICOS OU PSICOSSOMÁTICOS
augmented-reality opencv ra realidade-aumentada realidade-virtual tcc unity virtual-reality vr
Last synced: 31 Oct 2024
https://github.com/guilospanck/ra-opencv
Augmented Reality with OpenCV using Python
ar augmented-reality opencv python ra
Last synced: 31 Oct 2024
https://github.com/dulajkavinda/lie-detector-pulse-py
Pyhon application that will detect if someone is lying by analysing their heartrate.
Last synced: 26 Oct 2024
https://github.com/phurin-git/object-inspection-opencv-python
This repository features a machine vision project using Python and OpenCV to inspect various geometric shapes, including circles, triangles, rectangles, and pentagons. The project provides a graphical user interface (GUI) with three tabs to facilitate real-time object inspection, camera calibration, and filter parameter adjustment.
image-processing machinevision opencv python pythonopencv
Last synced: 11 Nov 2024
https://github.com/aliparsbin/mono-stereo-camera-calibration
camera calibration for mono and stereo camera
computer-vision opencv python robotics
Last synced: 05 Nov 2024
https://github.com/rimo02/object-detection
Detecting objects and faces using YOLO
Last synced: 16 Nov 2024
https://github.com/farzonl/androidgesturerecognition
A Gesture Recognition app that uses Knn.
android knn-classification motion-history-images opencv
Last synced: 17 Oct 2024
https://github.com/rimo02/gender_and_age_estimation
Script to estimate age and gender
Last synced: 16 Nov 2024
https://github.com/srijanmukherjee/image-processing-ocr-assignment
Performs image smoothening, converting to binary image, generating skeleton of the image for OCR purpose
Last synced: 10 Nov 2024
https://github.com/varuntotakura/face-recognition
My own code for Face Recognition using Python
face-recognition numpy opencv python tensorflow
Last synced: 13 Nov 2024
https://github.com/varuntotakura/facedetection
Detecting the Faces.
face-detection facedetect facedetection facedetector opencv python python3
Last synced: 13 Nov 2024
https://github.com/varuntotakura/qrcodereader
It will read the QR code and give the Ouput
opencv python python3 qrcode qrcode-reader qrcode-scanner
Last synced: 13 Nov 2024
https://github.com/varuntotakura/facerecognition
It is a FaceRecognition program used to recogize the faces.
artificial-intelligence face-detection face-recognition facedetect facedetection facedetector facerecognition facerecognitionproject facerecognize facerecogntion machine-learning machinelearning opencv python python-3 python-library python-script python3 python36
Last synced: 13 Nov 2024
https://github.com/abhinav-codealchemist/facial_keypoint_detection
Facial keypoints detection using 15 landmark points on human face
computer-vision convolutional-neural-networks deep-learning jupyter-notebook keras machine-learning opencv python regression
Last synced: 13 Nov 2024
https://github.com/haydenshively/fddb-mobilenet
an attempt at using the MobileNet architecture to detect faces in FDDB images
face-detection keras mobilenet opencv
Last synced: 14 Oct 2024
https://github.com/robingenz/docker-node-opencv
🐳 Docker image with NodeJS and OpenCV.
Last synced: 21 Oct 2024
https://github.com/sonu275981/handwritten-digit-recognition-mnist
This is a machine learning model that classifies digits from 0-9 from handwritten digits.
deep-neural-networks keras mnist-classification mnist-handwriting-recognition opencv python tensorflow
Last synced: 05 Nov 2024
https://github.com/piotrweppo/scenes_information_recorder
Python GUI/CLI program that uses OpenCV and Tesseract to help film production or post-production editors with analyzing and gathering information about VFX and ADR effects from the videos.
adr analysis cv2 image-processing opencv pyscenedetect pyside6 pytesseract python python-opencv scene-detection tesseract vfx video video-processing
Last synced: 07 Nov 2024
https://github.com/haydenshively/aslan
uses mosse algorithm and TF object detection to adjust graphics based on user's head position, creating a 3D effect
Last synced: 14 Oct 2024
https://github.com/aveek-saha/ball-tracking
A python code to track a ball and an Arduino code to control a robot that follows the ball
arduino-uno image-recognition opencv python
Last synced: 05 Nov 2024
