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

Computer vision

Computer vision is an interdisciplinary field that deals with how computers can be made to gain high-level understanding of digital images and videos.

https://github.com/angeligareta/image-segmentation-overview

Image Segmentation projects developed for the Image Processing, Analysis, and Classification course at UPM. Implemented using OpenCV and C++.

computer-vision contour-extraction image-analysis image-processing image-segmentation watershed-markers

Last synced: 09 Jul 2026

https://github.com/juan-alvarado21/app-de-procesamiento-de-imagenes-en-cpp

Este proyecto es un prototipo de aplicación en C++ con interfaz Qt. Aplica transformaciones, muestra información relevante y opera filtros en el Bitmap para comprender los fundamentos de Visión por Computadora y Procesamiento Dígital de Imágenes.

computer-vision cpp digital-image-processing k-means-clustering qt5

Last synced: 03 Jan 2026

https://github.com/bonfry/vessel_tree_identification

Biometric identification system using retinal vessel trees, featuring automated optic disc detection, extraction, and robust feature-based matching algorithms.

computer-vision healthcare-application opencv opencv-python

Last synced: 13 Jan 2026

https://github.com/vermavinay982/docker-helper-scripts

Regular docker commands consolidated in one repository.

beginner computer-vision docker intermediate professional

Last synced: 02 May 2026

https://github.com/vishnun0027/virtual-try-on-glasses

Virtual mirrors allow you to try on eyeglasses online before you buy them select glass and virtual try on using live video

computer-vision flask-application opencv virtual-mirrors

Last synced: 02 May 2026

https://github.com/y0sif/rough_hook

Research project comparing Kolmogorov-Arnold Networks vs MLPs across chess engines, computer vision, and anomaly detection using Rust.

anomaly-detection chess-engine computer-vision kan machine-learning mlp python rust

Last synced: 02 May 2026

https://github.com/machinelearningzuu/pytorch-notebooks

In this repository I'm implementing PyTorch based Deep Neural Networks from basic ANN to Advanced Graph Neural Networks. Please suggest if you have any ideas

computer-vision generative-adversarial-network graph-neural-networks nlp pytorch pytorch-cnn pytorch-geometric pytorch-implementation pytorch-rnn pytorch-tutorial recommendation-system stock-price-prediction

Last synced: 04 May 2026

https://github.com/alvinwan/real-life-fruit-ninja

slash and swipe in a real, physical space for fruit ninja beyond the digital screen

computer-vision game interactive optical-flow python

Last synced: 09 Jun 2026

https://github.com/sim98b/mushroomvision

Various projects to generate an informed knowledge of this food to enjoy it to the fullest

classification computer-vision deep-learning densenet image-classification image-segmentation mushrooms object-detection python pytorch

Last synced: 02 May 2026

https://github.com/kimrass/dl_based_image_recognition_model

This repository is based on the lecture '딥러닝 기반의 영상 인식 모델 구현'

alexnet computer-vision googlenet learning-spoons lenet resnet senet tensorflow vggnet yolov3

Last synced: 03 May 2026

https://github.com/gokulnpc/face-detection-mediapipe

This project employs the MediaPipe library and OpenCV for real-time face detection. Leveraging a webcam feed, it accurately identifies and annotates faces within the frame.

computer-vision deep-learning face-detection mediapipe

Last synced: 03 May 2026

https://github.com/gokulnpc/hand-tracking

This project showcases real-time hand tracking using MediaPipe and OpenCV. Leveraging computer vision, it accurately detects and annotates hand landmarks from webcam footage, offering insights into hand poses and gestures.

computer-vision deep-learning mediapipe

Last synced: 03 May 2026

https://github.com/miladfa7/image-classification-vision-transformer

State of the art Vision Transformer 🚀 model for image classification on popular Kaggle dataset.

computer-vision dataset image-classification kaggle vision-transformer

Last synced: 11 Apr 2026

https://github.com/kashifmoin1410/computer-vision-traditional-vs.-deep-learning-approaches

This project compares traditional Bag-of-Words with SVM and a custom ResNet-style CNN for image classification on the CIFAR-10 dataset. It covers the full workflow: feature extraction, model building, training, evaluation, and visualization. Results demonstrate the superior accuracy and robustness of deep learning models over classic ML pipelines.

bag-of-words cifar10 cnn comparative-analysis computer-vision deep-learning feature-extraction image-classification keras knn-classification machine-learning model-evaluation neural-network python3 resnet scikit-learn sift-algorithm svm-classifier

Last synced: 06 May 2026

https://github.com/alitourani/vision-paper-hub

💡 Computer vision solutions with minimal Python implementations

computer-vision machine-learning vision

Last synced: 09 Apr 2026

https://github.com/nachiket273/vistrans

Implementations of transformers based models for different vision tasks

botnet computer-vision pretrained-models python3 pytorch transformers vision-transformers

Last synced: 05 Jan 2026

https://github.com/rmuraix/cs231n

My personal notebooks (in Japanese) for CS231n - Deep Learning for Computer Vision

computer-vision cs231n deep-learning

Last synced: 23 Jan 2026

https://github.com/jose-jaen/facialrecognizer

Facial Recognition system with AI and Statistical Learning models

cnn computer-vision data-science deep-learning faces facial-recognition lda pca polars python pytorch statistics uc3m

Last synced: 04 May 2026

https://github.com/moesio-f/prost

Python implementation of the PROST (Parallel robust online simple tracking) algorithm.

computer-vision object-detection tracking-algorithm

Last synced: 12 Jun 2025

https://github.com/vinay0410/mazesolver

Solves Newspaper Like Mazes, while traversing provided markers ( checkpoints ) along the path

computer-vision maze maze-solver solve-mazes

Last synced: 23 Oct 2025

https://github.com/retkowsky/azure_automlforimages_learn

Learning Azure AutoML for Images

automl azure azureml computer-vision

Last synced: 05 May 2026

https://github.com/markoshb/computer-vision-subject

Jupyter Notebooks about Computer Vision developed at University of Malaga

computer-vision jupiter-notebook opencv python

Last synced: 05 May 2026

https://github.com/rishraks/virtual_screen

Virtual Screen enables users to write on their screen using hand gestures tracked by a webcam. With real-time hand detection and motion tracking, users can draw, annotate, or interact with the screen without physical input devices, offering a seamless and intuitive virtual writing experience.

computer-vision mediapipe-hands opencv-python

Last synced: 17 Sep 2025

https://github.com/chibuikeeugene/computer_vision_model_apis

Deep learning solutions built on neural networks for computer vision applications - image identification

cicd circleci computer-vision docker fastapi tensorflow

Last synced: 05 May 2026

https://github.com/baxi19/line-detection

Line detection in video from OpenCV & Python

computer-vision opencv python

Last synced: 06 May 2026

https://github.com/sanikamal/vehicle-detection-counting

Vehicle Detection and Counting App Using OpenCV Haar Cascade Classifier and Flask

computer-vision flask opencv

Last synced: 09 Apr 2026

https://github.com/ninadnaik10/firesense

A Computer Vision based system to detect fire at an early stage in real-time and alert the user through a mobile application.

artificial-intelligence computer-vision firebase flask flutter machine-learning open-source opencv yolo yolov8

Last synced: 11 Apr 2026

https://github.com/mk-armah/nvidia-sdc-research-2016

This repository is the first in the Journey of Electric Vehicle Research and Development.

artificial-intelligence computer-vision deep-learning machine-learning robotics

Last synced: 10 Apr 2026

https://github.com/anas-farooq8/predicting-and-generating-video-sequences

A deep learning project to predict and generate future video frames using models like ConvLSTM, PredRNN, and Transformers, leveraging the UCF101 dataset. The repository includes preprocessing, model training, video generation, an interactive UI, and evaluation metrics to compare model performance in video synthesis and temporal prediction tasks.

computer-vision conv-lstm deep-learning future-frame-predicition predrnn pytorch spatio-temporal streamlit transformer-models ucf101-dataset video-generation video-prediction

Last synced: 13 May 2026

https://github.com/axelseancp/cat_breed_classification

A machine learning project for image classification from dicoding machine learning course

computer-vision image-classification machine-learning python tensorflow

Last synced: 07 May 2026

https://github.com/poodarchu/vision-lab

Computer Vision Experiments in all.

computer-vision cuda object-detection

Last synced: 07 May 2026

https://github.com/samuelebortolotti/feature-detection-and-tracking

Repository concerning a feature detector and tracker developed for the Computer Vision course of the master's degree in Computer Science at University of Trento

blob-detector computer-vision harris-corner-detector kalman-filter orb python shi-tomasi sift

Last synced: 05 Mar 2025

https://github.com/pathak-ashutosh/detect-face-parts

Detect different parts of the face such as, eyes brows, nose, jaw, etc. individually

computer-vision dlib facial-keypoints facial-landmarks hog linear-svm opencv

Last synced: 13 May 2026

https://github.com/anthonyhuang19/edgeseg-edge-detection-and-image-segmentation

EdgeSeg: Edge Detection and Image Segmentation

computer-vision matlab

Last synced: 04 Jul 2025

https://github.com/jamesbraza/cs231n-3d-segmentation

Stanford CS231n Deep Learning for Computer Vision Class Project

computer-vision deep-learning medical-imaging segmentation stanford

Last synced: 09 Apr 2025

https://github.com/sagarbapodara/real-time-pedestrian-and-vehicle-detection-using-computer-vision

The project is a basic prototype of detecting pedestrians and vehicles separately in a live video using simple computer vision techniques. For testing purposes, car dashcam recordings, available on youtube have been used.

computer-vision computer-vision-opencv opencv pedestrian-detection streamlit-webapp vehicle-dection-python

Last synced: 12 Apr 2026

https://github.com/harshit-saraswat/face-mask-detection

This is a Computer Vision Project for detection if user is wearing face mask or not

cnn computer-vision deep-learning face-detection face-mask-detection machine-learning ml python transfer-learning

Last synced: 20 Apr 2026

https://github.com/avijit-jana/cnn-architectures-benchmark

A comparative benchmark of popular Convolutional Neural Network architectures (LeNet‑5, AlexNet, GoogLeNet, ResNet, Xeception) on MNIST, Fashion‑MNIST and CIFAR‑10 using PyTorch. Includes analysis of loss curves, accuracy, precision, recall and F1‑scores.

benchmarking cifar-10 cnn cnn-classification computer-vision deep-learning fmnist image-classification machine-learning mnist model-evaluation open-source pytorch tensorflow

Last synced: 08 May 2026

https://github.com/prthd/ai-powered-voice-assisted-object-locator

🔍 Real-time object detection with voice command integration using YOLOv5 (Objects365), OpenCV, MediaPipe, spaCy NLP, and SpeechRecognition. Enhances accessibility by guiding users to locate indoor objects with directional feedback relative to their position. Ideal for smart-home, accessibility tech, and assistive applications.

computer-vision nlp object-detection opencv python real-time-systems spacy speech-recognition voice-assistant yolov5

Last synced: 08 May 2026

https://github.com/epomatti/azure-customvision-classification

Training & Prediction with Azure Cognitive Services Custom Vision.

azure cognitive-services computer-vision custom-vision machine-learning nodejs typescript

Last synced: 08 May 2026

https://github.com/egliette/kano

Helpful functions for Computer Vision tasks

camera computer-vision object-detection python utilities

Last synced: 14 Jan 2026

https://github.com/luisfelipepoma/facial_recognition_with_python

Learning about Face Recognition using Python

computer-vision ia learning python

Last synced: 13 Jun 2025

https://github.com/sohhamseal/fisher-faces

Explore facial recognition through an advanced Python implementation featuring Linear Discriminant Analysis (LDA). This repository provides a comprehensive resource, including algorithmic steps, specific ROI code and thorough testing segments, offering professionals a robust framework for mastering and applying LDA in real-world scenarios.

computer-vision facial-recognition linear-discriminant-analysis-lda principal-component-analysis-pca

Last synced: 23 Jul 2025

https://github.com/wadaboa/bachelor-thesis

Computer science bachelor's degree thesis at UNIFI

bachelor-thesis computer-vision latex ocr python thesis

Last synced: 19 May 2026

https://github.com/pedestriandynamics/vcnn4pude

VCNN4PuDe is a framework for identifying the persons who engage in pushing within videos of crowds

anomaly-detection artificial-intelligence computer-vision convolutional-neural-network crowd-management deep-learning machine-learning

Last synced: 07 May 2025

https://github.com/ibz-04/number-plate-recognition

Vehicle number plate recognition using computer vision and image processing

anpr computer-vision easyocr matplotlib-python numpy object-detection opencv

Last synced: 09 May 2026

https://github.com/pacatro/lse2text

Deep learning program that translates Spanish Sign Language (LSE) to text in real time.

ai cnn computer-vision deep-learning lse matplotlib numpy pandas python pytorch pytorch-lightning scikit-learn torchmetrics translation

Last synced: 11 Apr 2026

https://github.com/rishraks/virtual_keyboard

This project leverages OpenCV and MediaPipe for real-time hand tracking to create a touch-free typing experience. By hovering a fingertip over virtual buttons on the screen, the system detects interaction and types the corresponding key into Notepad, offering a seamless blend of computer vision and interactivity.

computer-vision mediapipe-hands opencv-python pyautogui python subprocess

Last synced: 02 Jan 2026

https://github.com/ajaichemmanam/ai-inference-ui

A streamlit based UI for showing demo of AI computer vision models

ai computer-vision demo streamlit ui ux-design

Last synced: 10 May 2026

https://github.com/rkarahul/machine_learning_project

Here I have done a Machine learning project of python using different different library.

computer-vision haarcascade-classifier machine-learning-algorithms nlp python

Last synced: 10 May 2026

https://github.com/brosgor/tetrio-agent

El Tetrio Bot es un programa en Python que automatiza el juego de Tetrio. Utiliza visión por computadora para detectar las piezas en pantalla y toma decisiones para colocarlas en el tablero, permitiendo jugar de manera eficiente sin intervención humana.

competitive-programming computer-vision pyautogui python torch

Last synced: 08 Jul 2026

https://github.com/burakkagann/pixels2genai-2.0

Free, open-source curriculum teaching generative art and AI across 15 modules, from a single pixel to diffusion models.

computer-vision creative-coding curriculum deep-learning design-based-research diffusion-models education gans generative-ai generative-art machine-learning numpy pytorch touchdesigner vae

Last synced: 19 Jun 2026

https://github.com/university-project-repos/.github

Public profile for a private organisation containing multiple .git university projects. Offering as much as 30 ECTS (60 EFTS/CATS), they cover a diverse range of IT disciplines, many involving extensive collaboration.

artificial-intelligence automation computer-architecture computer-vision cybersecurity data-engineering data-science deep-learning distributed-computing embedded-systems full-stack-development game-development hci machine-learning reinforcement-learning robotics software-engineering software-testing university-project web-development

Last synced: 11 May 2026

https://github.com/floressek/climbingbetabrakes

Climbing Route Creator is a desktop application that helps climbers create, share, and discover climbing routes. Currently in production!

bouldering computer-vision llm

Last synced: 10 Jun 2026

https://github.com/chinmayeegade/opencv-image-processing

This project comprises codes to various image editing, processing and filtering methods offered by OpenCV.

computer-vision image-processing opencv

Last synced: 28 Jan 2026

https://github.com/turhancan97/cell_size

Batch cell segmentation and size estimation for microscopy images using Cellpose-SAM, with automated good/bad cell classification and an interactive Gradio demo.

biology cell-segmentation cell-size cellpose computer-vision deep-learning gradio hydra image-segmentation microscopy-image-analysis pytorch

Last synced: 21 Jun 2026

https://github.com/denizkarya1999/roemotion

Recognizes emotions utilizing machine learning and computer vision (TAI Lab Research Project)

android-application ar-vr computer-vision led-wristband machine-learning mobile-computing opencv pytorch research-project rolling-shutter-cameras

Last synced: 12 May 2026

https://github.com/jaybfn/semantic_segmentation_project

This project was build for segmenting different body parts of a mosquito for identifying various species and combat vector-borne diseases.

computer-vision convolutional-neural-networks keras-tensorflow machine-learning neural-network python3 segmentation-models sklearn-library tensorflow2

Last synced: 13 May 2026

https://github.com/pnkvalavala/image-captioning

Image Caption Generator using a Pretrained ResNet-50 and an LSTM architecture. Trained on COCO 2017 dataset, it's accessible via a Streamlit app.

computer-vision deep-learning image-captioning lstm mscoco python pytorch resnet streamlit

Last synced: 13 May 2026

https://github.com/louislelay/lane-detection-and-vehicle-tracking

C++ programming, using OpenCV, to process and analyze a video sequence of road traffic.

car-detection computer-vision cpp lane-detection lane-lines-detection opencv opencv-cpp opencv4 recognition road-detection

Last synced: 13 May 2026

https://github.com/anshler/clip-prefix_blind-guessing

CLIP-Prefix for Image Captioning and an Experiment on Blind Image Guessing 👁️📜🖋️

clip computer-vision gpt-2 image-captioning nlp sentence-transformers text-classification

Last synced: 25 May 2026

https://github.com/anto18671/efficientvit-b4.r256

Pretraining the EfficientViT-B4 model on the ImageNet-1k dataset

computer-vision efficientvit imagenet-1k pretraining vision-transformer

Last synced: 29 Jun 2026

https://github.com/clementsan/object_detection_gradio

Object detection with Gradio user interface

ai computer-vision deep-learning gradio object-detection

Last synced: 29 Mar 2025

https://github.com/sovit-123/fast-and-accurate-human-detection-with-hog

This project used OpenCV HOG people detector to build an accurate and fast enough implementation to detect people in images and videos.

computer-vision hog-features hog-person-detection linear-svm machine-learning opencv person-detection person-detector python

Last synced: 19 May 2026

https://github.com/kjaisingh/mnist-residual-inception

Residual Block and Inception Module implementations of a Convolutional Neural Network for MNIST classification.

computer-vision convolutional-neural-networks machine-learning mnist

Last synced: 14 Sep 2025

https://github.com/sinanbekar/umuttepe-hava-botu

Twitter bot that tweets Umuttepe weather conditions with live camera frames periodically.

computer-vision crawling live-stream opencv python python3 tweepy twitter-api weather

Last synced: 20 May 2026

https://github.com/emepetres/birds-classification

Model training for birds classification and deployment on hugging face gradio app

computer-vision fastai gradio huggingface pytorch

Last synced: 16 May 2026

https://github.com/tentone/cork

Cork stopper quality analysis and comparison vision system using RGB shadow decomposition for industrial application.

computer-vision cork defect-detection defect-measurement opencv rgb-shadows

Last synced: 05 Apr 2025

https://github.com/hiroishida/inpaint

A simple wrapper for deep image completion (Iizuka+, SIGGRAPH, 2017) https://github.com/satoshiiizuka/siggraph2017_inpainting

computer-vision image-interpolation inpaint inpainting

Last synced: 21 May 2026

https://github.com/srujayreddy/lenet-5-cnn-for-scene-recognition

The project involves implementing and customizing a convolutional neural network (CNN), LeNet-5, and experimenting with various hyperparameter configurations.

artificial-intelligence computer-vision convolutional-neural-networks deep-learning lenet-5 machine-learning

Last synced: 06 Apr 2025

https://github.com/idwessough/autonomous-driving

Autonomous Driving behaviour for a 4 wheel drive robot vehicle using AI and ROS to drive autonomously in a scaled city

artificial-intelligence computer-vision deep-neural-networks object-recognition robot-framework robotics ros2

Last synced: 02 Jan 2026

https://github.com/autodistill/autodistill-yolov5

YOLOv5 module for use with Autodistill.

autodistill computer-vision yolov5

Last synced: 14 Apr 2025

https://github.com/rijalghodi/rully_web

AI-Powered Universal Bubble Sheet Grader

bubble-sheet computer-vision grader mobile-net nextjs omr

Last synced: 22 May 2026

https://github.com/venkat-0706/emotionxpert-pytorch

Facial Expression Recognition using Deep Learning. Keywords: Python, CNN, Image Classification, Keras, TensorFlow, Emotion Detection.

cloud-computing computer-vision machine-learning natural-language-processing real-time-data-processing sentimental-analysis

Last synced: 22 May 2026

https://github.com/brawer/cadasym

Image corpus for Computer Vision on symbols in Swiss cadastral maps

cadastral cadastre computer-vision corpus

Last synced: 18 Mar 2025

https://github.com/achrefbenammar404/featurebasedimagemetamorphosis

implementation of a variation of the Feature-Based Image Metamorphosis algorithm, inspired by the paper "Feature Based Image Metamorphosis" by Thaddeus Beer and Shawn Neely (2011)

computer-vision image-morphing

Last synced: 26 Jul 2025

https://github.com/aaditagarwal/activenet

A pipeline which can detect levels of activeness in real-time, using a single RGB image of a target person

computer-vision machine-learning notification-alert openpose pose-estimation

Last synced: 30 Jul 2025

https://github.com/nikitakartsevv/hailo8-ai-dermatologist

The first known real-time AI Dermatology system successfully deployed on a Hailo-8L Edge AI accelerator — a pioneering on-device implementation built entirely from scratch on Raspberry Pi 5.

computer-vision dermatology edge-ai embedded embedded-ai embedded-systems gui hailo8l python python3 raspberry-pi smart-mirror tkinter

Last synced: 17 May 2026

https://github.com/programmer-rd-ai/object-detection-framework

A Pythonic approach to object detection using Detectron2, a clean, modular framework for training and deploying computer vision models. DetectX simplifies the complexity of object detection while maintaining high performance and extensibility.

coco-dataset computer-vision computer-vision-library cuda deep-learning detectron2 faster-rcnn gpu-accelerated machine-learning ml-framework object-detection object-recognition python3 pytorch retinanet

Last synced: 24 Sep 2025

https://github.com/tnahom/exam-sheet-evaluator

This project is a computer vision-based system designed to automate the evaluation of exam sheet papers. By utilizing a camera, the system captures the exam sheets, processes the data, and automatically sends the results to students via email.

computer-vision flask opencv postgresql python

Last synced: 09 Apr 2026

Computer vision Awesome Lists
Awesome-pytorch-list 707 awesome-multimodal-ml 480 awesome-self-supervised-learning 463 Awesome-Transformer-Attention 2,160 awesome_3DReconstruction_list 169 awesome-industrial-anomaly-detection 1,116 awesome-hand-pose-estimation 497 awesome-image-classification 220 Awesome-Crowd-Counting 468 awesome-human-pose-estimation 89 awesome-autonomous-vehicles 296 Awesome-World-Model 725 Awesome-Federated-Learning 558 Awesome-FL 4,069 awesome-low-light-image-enhancement 219 Awesome-pytorch-list-CNVersion 692 Awesome-Interaction-aware-Trajectory-Prediction 564 Awesome-Implicit-NeRF-Robotics 191 iOS_ML 39 awesome-tensorflow-lite 110 CV-pretrained-model 103 awesome-attention-mechanism-in-cv 195 Awesome-Image-Colorization 150 awesome-grounding 157 openstl 43 Awesome-Open-Vocabulary 162 awesome-ai-awesomeness 236 awesome-capsule-networks 67 awesome-autonomous-vehicle 181 awesome-6d-object 600 awesome-multi-task-learning 233 awesome-robotics-3d 111 awesome-photogrammetry 90 awesome-open-data-centric-ai 56 awesome-ai-data-guided-projects 56 Awesome-Skeleton-based-Action-Recognition 104 Awesome-3D-Object-Detection 169 awesome-optical-flow 110 awesome-holistic-3d 129 awesome-data-annotation 93 Awesome-Parameter-Efficient-Transfer-Learning 124 awesome-panoptic-segmentation 45 awesome-computer-vision-models 189 awesome-state-of-depth-completion 71 awesome-robotics-datasets 79 awesome-nerf-editing 537 arctic 34 awesome-image-alignment-and-stitching 108 Awesome-Distributed-Deep-Learning 44 Awesome-Monocular-3D-detection 97