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/raj-tyagi/4clip-image-captioning

This repository presents 4CLIP, a novel approach to image captioning that enhances traditional models by dividing images into four quadrants and processing them individually. By leveraging a pretrained ViT-GPT2 model from Hugging Face, 4CLIP generates more detailed and comprehensive captions, making it suitable for fine-grained visual tasks.

computer-vision deep-learning image-captioning natural-language-processing pretrained-models pytorch quadrant-based-analysis research-based-approaches transformers vision-transformers

Last synced: 16 May 2026

https://github.com/phuocphat1005/project_applied_and_statistics_mathematics

Systematize math knowledge learned in the first 3 semesters of university (calculus, linear algebra, probability-statistics), introduce algorithmic skills to be able to solve problems related to data analysis.

applied-mathematics computer-vision hcmus-lab linear-algebra linear-regression machine-learning-algorithms mathematics python3

Last synced: 16 May 2026

https://github.com/mgitrov/coce

A deep learning-based project aiming to classify images out of 10 classes.

computer-vision convolutional-neural-networks deep-learning docker fastapi keras matplotlib numpy pillow regularization

Last synced: 06 Apr 2026

https://github.com/farukalamai/rooftop-solar-counting

Computer Vision to Track Solar Panels on Rooftops

computer-vision image-segmentation object-detection yolo11

Last synced: 20 Mar 2025

https://github.com/mvarrone/volume-control-by-hand-cv

Project intented to control PC volume using Computer Vision and Python

computer-vision mediapipe-hands opencv-python python

Last synced: 08 Jul 2025

https://github.com/banitalebi/mobilenetv3-inference

An example of performing inference using the MobileNetV3 model with the Tract library

computer-vision example inference-engine mobilenetv3

Last synced: 10 Apr 2025

https://github.com/andrusenn/atracksystem

System tracking for processing

computer-vision library processing tracking

Last synced: 16 May 2026

https://github.com/nicolashaubricht/opencv-course

This repository contains Python scripts for basic image processing using OpenCV. The scripts were developed as part of a free OpenCV course, and the repository will be updated as I progress through the modules.

computer-vision image-processing opencv python

Last synced: 16 May 2026

https://github.com/mohamed-adel23/bosla

Bosla is a revolutionary medical application designed to enhance the well-being of elderly individuals, children, and those with disabilities.

api-rest application backend computer-vision flutter front-end ml

Last synced: 18 May 2026

https://github.com/gracesevillano/advanced-image-analysis-assignments

Solutions for Advanced Image Analysis course assignments, featuring model designs for image summation and generation with MNIST, and style transfer using CycleGAN with MNIST and SVHN datasets.

computer-vision cyclegan-pytorch gan gan-pytorch mnist pytorch svhn-dataset vae-implementation vae-pytorch vibot

Last synced: 17 May 2026

https://github.com/lgvaz/polvo

A collection of computer vision tools that fits anywhere

computer-vision deep-learning fastai

Last synced: 25 Aug 2025

https://github.com/aron-alvarenga/app-python-detector-faces-haarcascade-opencv

Aplicação Python de detecção de faces utilizando Haarcascades e OpenCV.

computer-vision cv2 haar-cascade haarcascade-frontalface opencv python study-project

Last synced: 16 May 2026

https://github.com/mrsamsonn/adas-lane-detection

Deep learning-based lane detection system using convolutional neural networks (CNN) to detect lanes in road videos. The model processes video input, performs lane detection, and outputs a video with detected lane markings overlaid.

ai-for-automotive computer-vision convolutional-neural-networks deep-learning lane-detection neural-network python real-time-data-processing

Last synced: 21 Mar 2025

https://github.com/rahul-404/full_stack_data_science_masters

Welcome to the repository for the course "Full Stack Data Science Masters". This repository is designed to accompany the course and provide resources, exercises, and projects related to the study of data science techniques.

computer-vision data-science database deep-learning exploratory-data-analysis flask machine-learning natural-language-processing numpy pandas python statistics time-series visualization

Last synced: 10 Apr 2026

https://github.com/gtkacz/undergrad_thesis

Code for my undergraduate thesis: Quantitative Analysis of the Impact of Image Pre-Processing on the Accuracy of Computer Vision Models Trained to Identify Dermatological Skin Diseases

cnn computer-vision machine-learning pre-processing preprocessing

Last synced: 17 Aug 2025

https://github.com/alexanderheffernan/cricket-ready-ball-classifier

A full-stack application that helps users determine if a cricket ball is match-ready using image classification powered by neural networks.

computer-vision cricket deep-learning image-classification machine-learning sports-analytics

Last synced: 17 Feb 2026

https://github.com/jaswanthsanjay88/gesture-controlled-mouse

A Python project that enables mouse control using hand gestures detected via a webcam, utilizing computer vision and deep learning for real-time gesture recognition and mouse simulation.

computer-vision deep-learning gesture-control hand-gesture-recognition mouse-control opencv pyautogui pyautogui-automation python webcam yolo

Last synced: 18 May 2026

https://github.com/gr-menon/vgg16_with_pytorch

Scratch implementation of VGG16 architecture using PyTorch on FashionMNIST dataset.

computer-vision convolutional-neural-networks deeplearning pytorch

Last synced: 16 May 2026

https://github.com/youhanasheriff/pocket_ai

Real-time YOLO11 obstacle detection for edge devices — depth estimation, spatial reasoning, and spoken guidance (<30ms)

accessibility computer-vision edge-ai onnx python real-time yolo

Last synced: 02 Jul 2026

https://github.com/simonzhaoms/facematch

Simple face recognition

computer-vision face-recognition mlhub

Last synced: 17 Mar 2025

https://github.com/tirovo/fatigueye

Detection of fatigue using a webcam

computer-vision fatigue-detection python

Last synced: 05 Apr 2025

https://github.com/marob05/telegram-message-scheduler

Automatically schedule your telegram messages using computer vision

computer-vision keyboard pyautogui python3

Last synced: 03 Apr 2025

https://github.com/iamhetshah/visual-odometry

Monocular Visual Odometry using feature tracking and essential matrix decomposition to estimate camera trajectory from video input.

computer-vision feature-tracking monocular-depth-estimation opencv python slam visual-odometry

Last synced: 17 May 2026

https://github.com/fosetorico/cell_segmentation_yolo

End-to-End project for Cell Detection in microscopy images using YOLOv8. This repository includes data preprocessing, model training, and evaluation pipelines, as well as scripts for deployment and inference.

computer-vision docker mlops object-detection pipeline yolo yolov8

Last synced: 12 May 2026

https://github.com/hagronnestad/rmc-card-reader

🃏👨‍💻🔢 A more or less useless (but somewhat cool) tool to decode, using Azure Cognitive Services, the binary text backgrounds on the Retro Tea Breaks collectors cards from the Retro Tea Breaks book by Neil Thomas.

azure-cognitive-services binary-to-text computer-vision

Last synced: 08 Jul 2025

https://github.com/ameyac11/ameyac11

AI & ML Undergraduate | Building LLM Applications, RAG Systems, and Full-Stack AI Projects

artificial-intelligence computer-vision deep-learning generative-ai llm machine-learning rag

Last synced: 30 Jun 2026

https://github.com/iamarunbrahma/image-segmentation-of-indian-roads

In this project, we analyzed a video recording of a vehicle driving on the road and computed semantic segmentation for each frame in the video.

computer-vision image-segmentation semantic-segmentation unet-tensorflow

Last synced: 25 Oct 2025

https://github.com/sachin2501/sign_language_detection_deeplearning_project

🤟 A deep learning-based project for detecting and classifying hand gestures in sign language using image data.

cnn computer-vision deep-learning hand-gesture image-classification keras sign-language transortfow-

Last synced: 02 May 2026

https://github.com/shreyansh-21/hateshield

HateShield is an AI-powered hate speech detection system using LSTM for text and ResNet for images. It analyzes social media comments, memes, and other content to identify harmful speech with high accuracy.

ai computer-vision deep-learning hate-speech-detection keras machine-learning nlp tenserflow

Last synced: 17 May 2026

https://github.com/anvith12/ai-virtual-mouse

An AI-based application which let us control the mouse cursor by moving finger in Air .

computer-vision deep-learning python

Last synced: 10 Apr 2025

https://github.com/playmakerwu/fcos-from-scratch-pytorch

End-to-end FCOS object detector from scratch in PyTorch, including FPN, centerness, and NMS inference.

computer-vision fcos fpn nms object-detection pytorch

Last synced: 18 May 2026

https://github.com/annnieglez/computer-vision-parking-lot

This project leverages computer vision techniques to analyze parking lot occupancy. The goal is to detect available parking spaces in real-time using image and video input.

computer-vision data-analysis data-science data-visualization google-colab image-classification image-processing machine-learning python transfer-learning

Last synced: 15 May 2026

https://github.com/osisdie/yolov11-classification-tuning

Systematic 36-run hyperparameter sweep for YOLOv11 image classification — comparing SGD/Adam/AdamW, image sizes, augmentation. Best mAP50: 0.98 on MVTec AD Bottle.

anomaly-detection computer-vision deep-learning hyperparameter-tuning image-classification object-detection pytorch ultralytics yolo yolov11

Last synced: 25 Jun 2026

https://github.com/tghurair/lung-disease-prediction

MRI Lung Disease Prediction

computer-vision mobilenet pytorch

Last synced: 29 Mar 2025

https://github.com/rey-allan/commaai-speed-challenge

:oncoming_automobile: Solving comma.ai's speed prediction challenge.

commaai computer-vision deeplearning

Last synced: 02 Apr 2025

https://github.com/17662153280/pytorch-mnist-classifier

手写数字识别项目 - 基于 PyTorch 的深度学习实践 | Handwritten Digit Recognition Project - Deep Learning Practice Based on PyTorch

cnn computer-vision deep-learning mnist pytorch

Last synced: 15 May 2026

https://github.com/mindawei/compilerproject

大三编译器课设

computer-vision cpp

Last synced: 16 Jul 2025

https://github.com/pablomarin-utp/circular_motion

Project using computer vision to create and analyze a video of a particle

computer-vision opencv python

Last synced: 18 May 2026

https://github.com/kalifou/tme_9_rdfia

Transfert Learning - Computer Vision : Assignment for course @UPMC

computer-vision deep-learning pytorch transfer-learning

Last synced: 18 May 2026

https://github.com/tobybenjaminclark/intermew

👨‍💻 Realistic, generative simulated interviews for Durhack 2024. Built using Webscraping, OpenCV, Deepface, Whisper, OpenAI and Gamemaker.

computer-vision openai-api whisper

Last synced: 16 May 2026

https://github.com/dwade-eng/hermes---ai

I'm currently developing Hermes AI, a modular deep learning framework for post-disaster flood, damage, and debris segmentation — leveraging datasets like FloodNet, RescueNet, and SpaceNet-8. My focus is on blending satellite imagery, drone footage, and multi-head segmentation models to support FEMA critical infrastructure recovery operations.

colab-notebook computer-vision deeplabv3 drone-plugin excel gis machine-learning python3 resnet-50 uav-images

Last synced: 16 May 2026

https://github.com/giabb/the-simpsons-character-recognizer

Vision and Perception exam project - "Sapienza" University of Rome, Spring Semester 2020

cnn computer-vision keras notebook python3 vgg16

Last synced: 18 Apr 2026

https://github.com/chhavi-trivedi/facemaskdetection

python program for face mask detection using Tensorflow -Keras

computer-vision keras-tensorflow tensorflow

Last synced: 15 May 2026

https://github.com/deniztemur00/vindrmammo

Deep learning project for automated detection of breast abnormalities in mammogram images

computer-vision deep-learning detection feature-engineering

Last synced: 19 Oct 2025

https://github.com/danielwohlr/ai-inpainted-image-segmentation

AI Inpainted Image Segmentation using Transformers

computer-vision deep-learning pytorch

Last synced: 27 Apr 2026

https://github.com/adhikaritusharaaa/document_cleaning_cli

A deep learning-based pipeline for cleaning scanned document images. Automatically removes noise, enhances text clarity, and optimizes images for OCR. 🚀

cli-tool computer-vision deep-learning denoising document-processing image-cleaning image-processing ocr pytesseract python scanned-documents

Last synced: 17 Jun 2025

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: 17 Feb 2026

https://github.com/sundarsharma332/itest

mart Face Tracker Pro is a real-time face tracking and analysis application that uses AI to monitor face position, detect objects, and provide instant feedback on positioning quality. Built with TensorFlow.js and modern web technologies, it offers professional-grade face tracking with detailed analytics and session logging.

analytics-dashboard computer-vision face-detection javascript object-detection opencv real-time-tracking session-management tensorflow-js webapp

Last synced: 16 May 2026

https://github.com/chaganti-reddy/monkey-detection

ML Internship Recruitment Project by IIT Bombay

api computer-vision deep-learning deployment machine-learning yolov7

Last synced: 17 Apr 2026

https://github.com/shogun486/face-detector-age-predictor

Walkthrough of implementing a machine-learning Python application

computer-vision convolutional-neural-networks logistic-regression python

Last synced: 10 Jul 2025

https://github.com/vermavinay982/crowd-top-view-generator-homography

Top View of People Detected via Camera, makes analytics easy.

computer-vision image image-processing python

Last synced: 06 Sep 2025

https://github.com/truongnhatbui/computervision

Use the camera array to capture salmon images, then segment individual salmon using computer vision and finally, classify if salmon are sick or healthy.

computer-vision machine-learning machine-learning-algorithms machinelearning

Last synced: 03 Jul 2026

https://github.com/jjshay/art-crop-system

AI-powered artwork detection and cropping with multi-tier analysis

ai artwork automation computer-vision image-processing opencv pillow python

Last synced: 15 Jan 2026

https://github.com/hardcoremagazine/face_identification_turnstile

Attempt to emulate actual biometric identificaion system used around the globe in ATMs, turnstile systems etc. -- using OpenCV makeshift identification with Haar Cascades + LPBH and 'face_recognition' library

computer-vision discontinued face-detection face-recognition machine-learning neural-network python security-automation

Last synced: 03 Mar 2025

https://github.com/albertaillet/kth-eq2425

Projects in KTH course EQ2425 Analysis and Search of Visual Data

cnn computer-vision image-classification image-search

Last synced: 30 Jun 2026

https://github.com/shubhro2707/smart-vehicle-object-detection

End-to-end project for vehicle detection using OpenCV, SVM, and YOLOv5

computer-vision deep-learning machine-learning opencv vehicle-detection yolov5

Last synced: 17 May 2026

https://github.com/vladislavalerievich/image-captioner

Web application that utilizes Machine Learning model with visual attention to generate descriptive captions for images

attention-mechanism computer-vision deep-learning deep-neural-networks docker fastapi heroku-deployment image-captioning react tensorflow

Last synced: 08 Jul 2025

https://github.com/corsario-cl/nukkua

Nukkua, es un programa para simular diferentes líquidos, Viscosidad y temperatura en diferentes ambientes.

computer-vision simulation simulator software windows-desktop

Last synced: 04 Apr 2025

https://github.com/arsalanzabeeb786/tyre-helath-quality-prediction

This repository contains the code for detecting vehicle tire conditions using a deep learning model. The model classifies tire images into two categories: "perfect" and "defective" using transfer learning with MobileNet_v2.

binary-classification computer-vision deep-learning image-classification roboflow tire-detection transfer-learning vehicle-safety

Last synced: 04 Apr 2025

https://github.com/abhiroy96/visioncomputer

This repository contains notebooks, images and code used for exploring and building license-plate detection solutions. It includes data examples, training/visualization assets, and experiments for detecting and localizing license plates using classical computer-vision and/or deep-learning approaches.

computer-vision deep-learning image-processing jupyter-notebook object-detection opencv python tensorflow

Last synced: 19 Jun 2026

https://github.com/shunyooo/layout-visualizer

Minimal BBox visualization library with smart label positioning - built on Pillow

computer-vision layout pillow python3 visualization

Last synced: 18 May 2026

https://github.com/mamakkhao/ai-models-integration

AI Models Integration repository! This project provides seamless integration with various state-of-the-art AI models

api-portal chatbot chatgpt computer-vision dashboard developer-portal developer-tools gemini gmail llm-gateway modelica openai-api openai-gym reinforcement-learning-environments

Last synced: 05 Apr 2025

https://github.com/minhnghia2k3/computer_vision

Thầy Tùng Numba One #1

computer-vision titv

Last synced: 08 Jul 2025

https://github.com/zichen04/no-exercise-no-entertainment

personal project to learn chrome extension development and mess around with openCV

chrome-extension computer-vision

Last synced: 20 Jun 2025

https://github.com/piero24/computer-vision_lab_22-23

Laboratory exercises for the Computer vision course

computer-vision cplusplus opencv unipd unipd-dei universita-di-padova

Last synced: 15 May 2026

https://github.com/macorisd/open-object-classification-sdc

A computer vision project in Python focused on open-image classification without the limitations of predefined datasets like COCO. It leverages the Segment Anything Model 2 (SAM2) for segmentation, a Large Vision-Language Model (LLaVA) for image description, and a Large Language Model (DeepSeek) for instance classification.

computer-vision deep-learning deepseek llava python sam2

Last synced: 10 Jul 2025

https://github.com/apsinghanalytics/kerascnnfashionclassifier

Fashion Classifier using CNN in Keras for the fashion_mnist dataset.

cnn-keras computer-vision data-science deep-learning fashion-mnist imageclassifier tensorflow

Last synced: 14 May 2026

https://github.com/ohyeasabhi/signature-recognizer

Este projeto desenvolve um sistema para verificar a similaridade de assinaturas usando redes neurais. Ele utiliza o Triplet Loss para criar embeddings, focando na avaliação biométrica com o dataset CEDAR. 🖊️🌐

backpropogation-neural-network computer-vision django image-recognition jupyter-notebook keras machine-learning-projects neural-network numpy one-shot-learning python-project siamese-neural-network signature signature-recogniton tensorflow type voice-recognition windows

Last synced: 08 Apr 2026

https://github.com/sebsop/realtime-entity-classifier

Real-time video system for detecting and classifying people and pets, using enhanced MobileNetV2/V3 segmentation. Optimized for consumer hardware and developed in Python with PyTorch.

artificial-intelligence computer-vision convolutional-neural-networks jupyter-notebook machine-learning mobilenet python transfer-learning

Last synced: 23 Jun 2026

https://github.com/ghosteater1311/hand-written-digits_regconition

Predict the digits draw in canvas from user in real-time using Convolution Neutral Network

cnn-classification computer-vision image-processing knn-classification opencv

Last synced: 18 May 2026

https://github.com/saranshmanu/autoencoders

Autoencoders (AE) are a family of neural networks for which the input is the same as the output. They work by compressing the input into a latent-space representation, and then reconstructing the output from this representation.

autoencoder-mnist cnn computer-vision deep-learning mnist neural-network

Last synced: 27 Mar 2025

https://github.com/tohrusky/kaiming-bless-you

Kaiming Bless You!

computer-vision python3

Last synced: 06 Oct 2025

https://github.com/muhammad-farman/guardianvision-smart-vehicle-access-control

Revolutionizing security by detecting and tracking vehicles and individuals, enabling real-time access management with just a click.

alarm-system computer-vision multi-object-detection-and-tracking multi-object-tracking security-solutions yolo yolov8 yolov9

Last synced: 05 Apr 2025

https://github.com/faris771/flower102_image_classifier

This project is part of Udacity Introduction to Machine Learning with Tensorflow course with Palestine Launchpad with Google implements an image classification model using deep learning frameworks. The goal is to classify input images into predefined categories. The notebook includes data preprocessing, model training, and evaluation processes.

ai classification computer-vision machine-learning

Last synced: 05 Apr 2025

https://github.com/hlydecker/are-you-wearing-a-mask

Demo workflow for fine tuning an object detection model on a custom dataset and deploying a prediction web app.

computer-vision covid-19 deep-learning health yolov5

Last synced: 02 Jul 2026

https://github.com/demetriantitus/machine-vision---yolov8

This project provides a comprehensive guide to object detection in cluttered environments using YOLOv8. It demonstrates how to identify and classify objects in both still images and video streams

computer-vision cuda dataset image-classification machine-learning nvidia-gpu object-detection surveillance traffic-monitoring video-analysis yolov8

Last synced: 18 May 2026

https://github.com/tayo4christ/transformer-gesture

Real-time gesture recognition system using Vision Transformers, ONNX, and Gradio. Includes dataset preparation, training, evaluation, and a browser-based demo app.

accessibility-tutorial computer-vision deep-learning gesture-recognition gradio onnx onnxruntime pytorch sign-language transformers

Last synced: 17 May 2026

https://github.com/dalmia/computer-vision-assignments

Code for the assignments of the course "EE-625: Computer Vision" at IIT Guwahati

computer-vision matlab

Last synced: 05 Apr 2025

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