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.

GitHub: https://github.com/topics/computer-vision
Wikipedia: https://en.wikipedia.org/wiki/Computer_vision
Related Topics: vision, deep-learning, machine-learning, opencv, gan,
Aliases: machine-vision, computervision,
Last updated: 2026-07-08 00:06:32 UTC
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https://github.com/aminehorseman/mobilenet-v2-custom-dataset

Using Keras MobileNet-v2 model with your custom images dataset

computer-vision custom-data custom-dataset deep-learning deep-neural-networks digits-recognition image-classification keras keras-models keras-tensorflow machine-learning python python-3 tensorflow tensorflow-models

Last synced: 13 Apr 2025

https://github.com/muntahashams/object-detection-using-yolov3

YOLO is a state-of-the-art, real-time object detection algorithm. In this notebook, I had applied the YOLO algorithm to detect objects in images ,videos and webcam

computer-vision deep-learning detect-objects detection-algorithm image machine-learning object-detection object-detection-model udacity-nanodegree video webcam yolo yolo-algorithm

Last synced: 09 Apr 2025

https://github.com/tomrunia/repetitionestimation

CVPR 2018: Real-World Repetition Estimation by Div, Grad and Curl

computer-vision cvpr2018 machine-learning motion-estimation research video

Last synced: 02 Mar 2025

https://github.com/daleonpz/cv_yolo_on_esp32

Screw type detection using ESP-EYE, YOLOv5, and TensorFlow Lite Micro for real-time classification on ESP32.

computer-vision esp32 machne-learning tinyml yolo yolov5

Last synced: 09 Oct 2025

https://github.com/kareimgazer/perception-stack

software pipeline to identify the lane boundaries and cars in a video for autonomous self-driving cars

car-detection computer-vision deep-learning hog image-processing lane-detection object-detection perception self-driving-car svm yolov3

Last synced: 14 Feb 2026

https://github.com/dalageo/iddroadsegmentation

Distinguishing Urban Roads from Non-Road Regions in the Indian Driving Dataset(IDD) Using Binary Deep Learning Segmentation 🛣️

cnn computer-vision deep-learning efficientnet fpn image-segmentation python pytorch segmentation-models u-net

Last synced: 04 Sep 2025

https://github.com/o-b-one/pose-estimator

An application that is able to estimate what pose a person found at, and count the number of repeats during live/recorded exercise.

computer-vision knn python react resnet-50 tensorflow tflite

Last synced: 10 Apr 2025

https://github.com/nburgdorfer/cvtkit

A collection of some useful (or maybe just interesting) computer vision tools.

3d-reconstruction computer-vision python

Last synced: 14 Jan 2026

https://github.com/wkentaro/chainer-bicyclegan

Chainer implementation of "Toward Multimodal Image-to-Image Translation".

chainer computer-graphics computer-vision deep-learning gan generative-adversarial-network image-generation pix2pix

Last synced: 19 Jun 2025

https://github.com/ahadcove/legoblobdetection

Let's walk through on counting Lego using OpenCV's Blob Detection

blob-detection computer-vision lego opencv python

Last synced: 21 Aug 2025

https://github.com/margaretmz/icon-classifier

An Icon classifier made with TFLite Model Maker and deployed to Android with ML Model Binding.

android computer-vision deep-learning tensorflow-lite tflite

Last synced: 07 Apr 2025

https://github.com/shan18/tensornet

A high-level deep learning library built on top of PyTorch.

computer-vision convolutional-neural-networks deep-learning deep-learning-framework python pytorch

Last synced: 18 Apr 2025

https://github.com/ferdavid1/AIMV

AI model that generates a Music Video from a .wav file, using Instrument Classification, Speech Transcription, and Video Generation.

ai audio-processing computer-vision image-generation instrument-classification ml music-video natural-language-processing neural-network speech-recognition video-generation

Last synced: 16 Apr 2025

https://github.com/scaleoutsystems/digital-pathology-tutorial

Federated digital pathology: classification of Acute Myeloid Leukemia (AML) cells with a CNN.

acute-myeloid-leukemia cnn computer-vision convolutional-neural-networks deep-learning digitalpathology fedn keras-tensoflow studio

Last synced: 23 Aug 2025

https://github.com/lapix-ufsc/dl-tutorials

This repository contains demonstrations done with deep learning computer vision models.

computer-vision deep-learning image-classfication instance-segmentation machine-learning object-detection panoptic-segmentation semantic-segmentation

Last synced: 09 Apr 2026

https://github.com/amirreza81/fundamental-3d-computer-vision

Implementing some topics in 3D Computer Vision from scratch

3d-geometry 3d-reconstruction 3d-vision camera-calibration computer-vision cv2 image-mosaic image-processing keypoint-detection machine-learning projections reconstruction saltandpepper signal-processing smoothing two-view-geometry

Last synced: 21 Apr 2025

https://github.com/parsapoorsh/resnet-ixion

Image Orientation Detection Using ResNet

classification cnn cnn-classification computer-vision deep-learning image-classification image-processing machine-learning pytorch resnet torchvision

Last synced: 10 Oct 2025

https://github.com/sovit-123/american-sign-language-detection-using-deep-learning

This project aims to detect American Sign Language using PyTorch and deep learning. The neural network can also detect the sign language letters in real-time from a webcam video feed.

american-sign-language-recognition computer-vision convolutional-neural-networks deep-learning deep-neural-networks machine-learning neural-networks pytorch

Last synced: 17 Oct 2025

https://github.com/arasgungore/pcl-segmentation-and-tracking

Final project titled "Point Cloud Segmentation and Object Tracking using RGB-D Data" for the Machine Vision (EE 576) course.

computer-vision computer-vision-algorithms computer-vision-application computer-vision-opencv machine-vision machine-vision-camera object-tracking opencv pcl pcl-library point-cloud point-cloud-library point-cloud-segmentation point-cloud-visualization pointcloud region-growing region-growing-segmentation rgb-d-data rgb-depth-image segmentation

Last synced: 14 Mar 2026

https://github.com/autodistill/autodistill-base-model-template

A template for use in creating Autodistill Base Model packages.

autodistill computer-vision distillation

Last synced: 15 Oct 2025

https://github.com/prasunroy/cvutils

:large_orange_diamond: A collection of commonly used computer vision functions based on OpenCV and Python.

computer-vision image-processing

Last synced: 28 Jul 2025

https://github.com/rafaykhattak/emotionai

EmotionAI uses a CNN model to analyze facial expressions and accurately recognize emotions (happiness, sadness, anger, etc.)

cnn computer-vision emotion-recognition keras-neural-networks

Last synced: 19 Sep 2025

https://github.com/mrpt/mrpt_vrep_bridge

Interface the Mobile Robot Programming Toolkit (MRPT) with the V-REP robotics simulator

c-plus-plus computer-vision mobile-robotics mobile-robots mrpt robot-framework robotics slam vrep vrep-plugin vrep-remote

Last synced: 23 Oct 2025

https://github.com/harshjuly12/hand-gesture-recognition-using-convolutional-neural-networks-cnn

Hand Gesture Recognition Using CNN employs Convolutional Neural Networks to classify hand gestures from near-infrared images. The project involves dataset preprocessing, CNN model training, and evaluation for accurate gesture recognition.

cnn cnn-classification cnn-keras computer-vision

Last synced: 19 Sep 2025

https://github.com/alihassanml/self-driving-using-deep-learning

Self Driving Using Deep learning

cnn computer-vision deep deep-learning self-driving-car udacity

Last synced: 12 Apr 2025

https://github.com/yashk2000/covid-detection

Covid19 detection using xray images of patients.

computer-vision covid-19 covid19 deep-learning keras neural-network opencv python tensorflow vggnet

Last synced: 23 Mar 2025

https://github.com/hametar0u/people2vec

3rd place overall @ LAHacks. A game-changing method to find new, authentic connections.

computer-vision llms

Last synced: 11 Mar 2026

https://github.com/D-Roberts/deeplearning-video-spatiotemp

Deep learning architectures related to video ++.

action-recognition artificial-intelligence computer-vision deep-learning gluon machine-learning mxnet neural-networks spatio-temporal video

Last synced: 17 Apr 2025

https://github.com/zabir-nabil/emotionsinthewild-cnn-benchmarks

Emotion (Context + Facial) recognition in the wild using ConvNets (EfficientNet, ResNet, ResNext)

computer-vision convolutional-neural-networks deep-learning efficientnet emotion-detection emotion-recognition facial-emotion-recognition facial-expression-recognition facial-expressions multi-label-classification python pytorch-multi-label-classification resnet resnext

Last synced: 04 Sep 2025

https://github.com/roboflow/roboflow-jetson-license-plate

Mashup Roboflow Object Detection with OCR to read license plates.

computer-vision object-detection ocr python roboflow

Last synced: 19 Aug 2025

https://github.com/hedronvision/hedronvision.github.io

Splash page for Hedron Vision

3d-graphics computer-vision computer-vision-algorithms graphics rendering rendering-3d-graphics startup startup-company website

Last synced: 07 Feb 2026

https://github.com/lonepatient/kaggle-camera-model-identification

IEEE's Signal Processing Society - Camera Model Identification

camera-identification computer-vision kaggle pytorch

Last synced: 09 Apr 2025

https://github.com/tempdata73/tic-tac-toe

Play Tic Tac Toe against the computer using OpenCV and Keras

classification-model computer-vision opencv

Last synced: 12 Jul 2025

https://github.com/icaropires/offsides_detection

Trying to detect offsides at soccer games automatically using computational vision techniques

computer-vision jupyter-notebook opencv python3

Last synced: 13 Apr 2025

https://github.com/vermavinay982/numpy-image-processing

Edge Detect, Histogram, Noise Removal, Bit Plane, Image Resize using NumPy and the matrix operations

computer-vision edge filter histogram image-processing noise numpy processing python

Last synced: 18 Mar 2025

https://github.com/mertyildiran/rapideye

An Image Search Toolkit based on OpenCV

computer-vision histogram opencv

Last synced: 23 Apr 2025

https://github.com/sairam-s0/activelabelingsystem

LabelOps – A local-first AI-assisted data labeling system with continual learning and background model training.

ai computer-vision data-engineering labeling-tool learners-implementation local machine-learning

Last synced: 03 Apr 2026

https://github.com/hlfshell/personable

Python based person tracking

computer-vision deep-learning facial-recognition human-pose-estimation people-tracker python

Last synced: 17 Aug 2025

https://github.com/chenshen03/marginhash-pytorch

Pytorch implementation of Margin-based Hashing model

computer-vision deep-learning hash pytorch

Last synced: 16 Apr 2025

https://github.com/dnth/yolov5-torchscript-flutter-blogpost

YOLOv5 real time inference on Android with Torchscript and Flutter

android computer-vision flutter machine-learning pytorch torchscript yolov5

Last synced: 11 Jul 2025

https://github.com/jman4162/pytorch-vision-transformers-vit

Explore fine-tuning the Vision Transformer (ViT) model for object recognition in robotics using PyTorch. This tutorial covers setup, training, and evaluation processes, achieving impressive accuracy with practical resource constraints. Ideal for learners in AI and robotics.

ai-tutorial computer-vision deep-learning engineering image-classification machine-learning object-recognition pytorch pytorch-tutorial robotics vision-transformer vision-transformer-image-classification vit

Last synced: 10 Apr 2026

https://github.com/d-roberts/deeplearning-video-spatiotemp

Deep learning architectures related to video ++.

action-recognition artificial-intelligence computer-vision deep-learning gluon machine-learning mxnet neural-networks spatio-temporal video

Last synced: 18 Jun 2025

https://github.com/crispengari/pneumonia-infection

(computer vision in hosipitals) this is a simple rest api that classifies pneumonia infection weather it is Normal, Pneumonia Virus or Pneumonia Bacteria from a chest-x-ray image.

artificial-intelligence computer-vision deeplearning image-classification machine-learning python pytorch

Last synced: 16 Aug 2025

https://github.com/callumjhays/bdsim_realtime

Real-time execution and remote monitoring and tuning of BDSim Block-Diagrams for modeling and control of Dynamical Systems

bdsim block-diagram computation-graph computer-vision control control-flow control-system data-flow modeling opencv python realtime remote-control rtos signal-anaylsis simulation telemetry tuner tuning-interface webapplication

Last synced: 09 Aug 2025

https://github.com/jamnicki/metin2_vision_bot

Automatic MMORPG Bot for Dungeons Massive Passing based on Windows API, YoloV8 object detection, statistical methods from OpenCV, Tesseract-OCR and spaCy virtualised on Hyper-V, Win11+CUDA

computer-vision object-detection opencv spacy tesseract-ocr torchvision ultralytics win32

Last synced: 02 Apr 2025

https://github.com/qxresearch/face-mesh-detection

Face Mesh Detection of Static Image & Live Video Using Python

computer-vision face-landmark-detection mediapipe mediapipe-facemesh opencv opencv-python python

Last synced: 16 May 2025

https://github.com/juniorxsound/exif-metadata-image-extraction

📝 Desktop App & Jupyter notebooks to extract images & depthmaps from EXIF metadata

computer-vision depth exif iphone-x lenovo-mirage metadata stereo

Last synced: 27 Apr 2025

https://github.com/vietanhdev/facecam

Funny camera app with face decorators like Snapchat. This project uses face detection and alignment algorithms from OpenCV.

camera camera-app computer-vision cpp face-decorator machine-learning snap-chat snapchat

Last synced: 06 Sep 2025

https://github.com/script-0/breast-cancer-ai-assistant

Initiated within the frame of MLPC Pipo Competition, it is a web application based AI assistant useful for cancerologists to determine whether patients suffering or likely to suffer from breast cancer. This is done in 02 steps : Mammography and Biopsy .

breast-cancer computer-vision flask-application healthcare-application mlpc-pipo-competition

Last synced: 28 Dec 2025

https://github.com/cleanpegasus/behavioural-cloning

Drive the car autonomously on the udacity simulator

computer-vision deep-learning python self-driving

Last synced: 03 Aug 2025

https://github.com/jpleorx/license-plate-detection

A very practical guide to build your first object detection model, jump from rough idea to proof-of-concept in one day

computer-vision detectron2 instance-segmentation license-plate-detection license-plate-recognition machine-learning neural-network number-plate-detection number-plate-recognition object-detection python

Last synced: 03 Sep 2025

https://github.com/truongnv-hut/aicandy_efficientnet_imageclassification_rlbyvacq

Efficientnet for Image Classification

aicandy artificial-intelligence computer-vision deep-learning efficientnet image-classification machine-learning

Last synced: 26 Sep 2025

https://github.com/ispaneli/facial_recognition_system

A service that implements face authentication for company employees.

async asyncio backend client-server computer-vision cv cv2 face face-recognition facial-recognition fastapi jwt-auth microservice opencv python python-types python3 security swagger-ui uvicorn

Last synced: 28 Oct 2025

https://github.com/clarifai/clarifai-pyspark

Interfaces for Unstructured data and ML pipelines with Databricks and Clarifai

annotation-tool clarifai computer-vision databricks natural-language-processing

Last synced: 28 Aug 2025

https://github.com/kisonho/magnet

Modality-Agnostic Learning for Medical Image Segmentation Using Multi-modality Self-distillation

computer-vision machine-learning medical-imaging segmentation self-distillation

Last synced: 01 Aug 2025

https://github.com/syrax90/dynamic-solov2-tensorflow2

Dynamic SOLOv2 implementation in TensorFlow 2 for real-time instance segmentation.

computer-vision instance-segmentation solov2 tensorflow tensorflow2

Last synced: 27 Jun 2026

https://github.com/dabane-ghassan/int-lab-book

Foveated Spatial Transformers

bio-inspired-vision computer-vision convolutional-neural-networks deep-learning foveated-spatial-transformer machine-learning spatial-transformer-networks stn

Last synced: 28 Jun 2026

https://github.com/jordandeklerk/swinvit

Modified Swin Transformer model in PyTorch on CIFAR-10 for image classification

artificial-intelligence attention-mechanism computer-vision deep-learning image-classification swin-transformer transformers

Last synced: 06 Mar 2026

https://github.com/adamspannbauer/youtube_reaction_face

using python, opencv, & keras to pull reaction faces from youtube videos

computer-vision opencv python

Last synced: 28 Oct 2025

https://github.com/nathanbwaters/playaid_core

AI/CV engine for Super Smash Bros Ultimate that powers https://playaid.app.

ai computer-vision

Last synced: 21 Jul 2025

https://github.com/makerlinck/antllm

A auto-classifier for files based on Langchain & Deepdanbooru-tagger-mini

automatic classification computer-vision cv eagle efficiency filesystem langchain langgraph llm utility

Last synced: 30 Apr 2025

https://github.com/wasmvision/go-wasmcv

Go bindings for wasmCV computer vision interfaces using WebAssembly. This package is generated.

computer-vision golang opencv tinygo wasi wasm wasmcv

Last synced: 26 Mar 2025

https://github.com/mshr-h/image_dehazing

Haze removal using Dark channel prior

computer-vision haze-removal

Last synced: 14 Oct 2025

https://github.com/theeluwin/pytorch-quadratum

Additional torchvision image transforms for practical usage.

computer-vision deep-learning preprocessing pytorch torchvision

Last synced: 17 Jan 2026

https://github.com/mendez-luisjose/flower-instance-segmentation-model

Flower-Instance-Segmentation-with-YOLOv8

computer-vision python yolov8

Last synced: 07 Jul 2025

https://github.com/alicevision/alicevision.github.io

Photogrammetric Computer Vision Framework

3d-reconstruction camera-tracking computer-vision multi-view-stereo photogrammetry structure-from-motion

Last synced: 09 Apr 2025

https://github.com/solisoares/therapy-aid-tool

Monitor patient's progress in autism therapies using computer vision

computer-vision deep-learning machine-learning python webapplication yolo

Last synced: 15 May 2026

https://github.com/kalwalt/webarkit-jsfeat-cpp

c++ jsfeat version

computer-vision emscripten image-processing imgproc imgprocessing jsfeat jsfeat-next wasm webar webarkit webarkitlib webassembly

Last synced: 30 Oct 2025

https://github.com/raihan4520/yolov8

This repository contains Jupyter Notebooks for training the YOLOv8 model on custom datasets for image classification, instance segmentation, object detection, and pose estimation tasks.

computer-vision google-colab image-classification instance-segmentation object-detection pose-estimation roboflow yolov8

Last synced: 08 Jul 2025

https://github.com/anishlearnstocode/from-mars-to-hollywood-with-a-stop-at-the-hospital

Coursera Course on Image and Video Processing by Duke University 🎓🐱‍💻

computer-vision digital-signal-processing weiner-filter

Last synced: 10 Apr 2025

https://github.com/eve-ning/glcm-cupy

GLCM in CUDA

computer-vision cuda cupy feature-engineering glcm python

Last synced: 18 Mar 2025

https://github.com/ramanks19/capstone-project-aiml

This project was done as part of Capstone Project for PGP in Artificial Intelligence and Machine Learning by Great Learning

capstone-project computer-vision eda greatlearning mobilenet pneumonia-detection resnet-50 unet

Last synced: 08 Sep 2025

https://github.com/abhifuturetech/hri-ai

This project aims to develop and showcase various techniques and algorithms for effective interaction between humans and robots through programming.

computer-vision dynamics human-robot-interaction image-classification kinematics large-language-models python

Last synced: 09 Jul 2025

https://github.com/didierrlopes/meme-filter

Multiplayer customizable snapchat kind of filter

computer-vision customizable funny meme-generator memes python

Last synced: 11 Apr 2025

https://github.com/mantasu/uob-cv

My notes and exercises for UoB CV module

computer-vision imaging latex matlab uob

Last synced: 09 Sep 2025

https://github.com/roboflow/scavenger-hunt

Roboflow SXSW Scavenger Hunt game.

computer-vision scavenger-hunt

Last synced: 05 May 2025

https://github.com/kilianyp/person-multi-task-dataset

A framework for multi-task and multi-dataset training.

computer-vision multi-dataset-training multi-task

Last synced: 20 Mar 2025

https://github.com/karan-malik/smart-attendance-and-engagement-detection-system

This repository uses facial recognition to identify students and save their attendance in a CSV file. Moreover, it also continuously detects for signs of drowsiness in the student and prints a warning if required.

attendance-system computer-vision convolutional-neural-networks deep-learning drowsiness-detection face-detection face-recognition machine-learning opencv python python3

Last synced: 11 Apr 2025

https://github.com/Torpedo2648/PCLMix

[ICIC 2024] Official Pytorch Implementation for "PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix Augmentation"

computer-vision medical-image-analysis

Last synced: 06 May 2025

https://github.com/samarjit98/cat-breeds

Cat breed classification using RowCNN and deriving inter-breed relationships

clustering computer-vision convolutional-neural-networks deep-learning deep-neural-networks dendrogram python3 pytorch

Last synced: 06 May 2025

https://github.com/source-alchemists/imagetorque

Open .NET image processing library

ai computer-vision image-processing machine-vision yolo

Last synced: 12 Apr 2025

https://github.com/daleonpz/poc_cv_tinyml

Screw type detection using ESP-EYE and TensorFlow Lite Micro for real-time classification on ESP32.

computer-vision esp32 machne-learning tinyml yolo

Last synced: 12 Apr 2025

https://github.com/theroughcode/picfive

:camera:A web app game where users have to take a picture that matches as many of the given key words as possible. Implements Computer Vision and Machine Learning through Clarifai API.

clarifai clarifai-api computer-vision game handlebars learning machine machine-learning nodejs

Last synced: 07 May 2025

https://github.com/clementapa/cots_detection

Building an object detector to protect the Great Barrier Reef: Kaggle challenge TensorFlow - Help Protect the Great Barrier Reef.

computer-vision deep-learning faster-rcnn kaggle-competition object-detection python retinanet

Last synced: 07 May 2025

https://github.com/kbinani/noteshrink

go version of https://github.com/mzucker/noteshrink

computer-vision golang noteshrink

Last synced: 12 Apr 2025

https://github.com/scivision/morecvutils

Python computer vision algorithms using OpenCV, including plots

cohen-sutherland computer-vision geoscience opencv

Last synced: 12 Mar 2026

https://github.com/singhdivyank/data-science-cheatsheets

Curated list of resources for Data Scientists, AI developers, and interview preperation

artificial-intelligence computer-vision data-visualization deep-neural-networks fine-tuning keras large-language-models machine-learning matplotlib mlops natural-language-processing neural-networks numpy pandas probability python pytorch quantization sql statistics

Last synced: 12 Apr 2025

https://github.com/thisisashukla/face-tracker

Face tracker to detect and analyze lack of attention using facial features.

computer-vision facial-landmarks tensorflowjs-models

Last synced: 12 Apr 2025

https://github.com/yassa9/scenesynth

Blazing GUI for easily viewing and interacting with computer vision models.

classification computer-vision cpp deep-learning depth-estimation detection gui huggingface image-processing imgui imgui-glfw open-source opencv pose-estimation python segmentation side-project yolo

Last synced: 21 Jun 2025

https://github.com/tsumugii24/lesion-cells-det

Multi-granularity Lesion Cells Object Detection based on deep neural network

ai-for-medicine ai-for-science computer-vision object-detection

Last synced: 22 Jun 2025

https://github.com/zainnasrullah/computer-vision-deep-learning-intro-papers

Collection of annotated papers (from ML in CV) for reference.

atrous-convolution computer-vision convolutional-networks csc2548 deep-learning image-classification neural-network paper resolution segmentation uoft

Last synced: 03 Feb 2026

https://github.com/jeanchilger/readminds-features-study

Studies conducted on top of readminds' data, aimed to discover and implement new features.

affective-computing computer-vision emotion-analysis games human-computer-interaction machine-learning

Last synced: 15 Jul 2025

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

My solution to the Image Captioning Final Project of the Coursera "Introduction to Deep Learning" course with trained model deployed as telegram bot.

computer-vision deep-learning image-captioning img2txt natural-language-processing python tensorflow

Last synced: 13 Apr 2025

https://github.com/adamspannbauer/cv_plinko

Turn any image/video into a game of Plinko using Python & OpenCV

computer-vision game opencv python

Last synced: 06 May 2025

https://github.com/intel-iot-devkit/concurrent-video-analytic-pipeline-optimization-sample-w

Create a concurrent video analysis pipeline featuring multistream face and human pose detection, vehicle attribute detection, and the ability to encode multiple videos to local storage in a single stream.

computer-vision deep-learning edge edge-ai edge-computing image-recognition inference intel live-demo machine-learning object-detection openvino pretrained-models real-time reference-implementation video