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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/busraoguzoglu/color-quantization-and-connected-components-analysis

Implementation of K-means algorithm for color quantization and connected components analysis algorithms from scratch

computer-vision image-processing

Last synced: 11 Jul 2025

https://github.com/rajjitlai/virtualpaint

An OpenCV Project on Virtual Paint using C++

computer-vision cpp opencv opencv-cpp virtual-paint

Last synced: 12 May 2026

https://github.com/billy-enrizky/evaluating-generalization-ability-of-strm

This repository evaluates the generalization ability of the STRM (Spatio-Temporal Relation Modelling) model across various datasets. We provide additional resources, enhancements, and comprehensive documentation not available in the original STRM repository. Our goal is to facilitate the reproduction and extension of STRM's results

action-recognition computer-vision deep-learning few-shot-action-recognition few-shot-learning machine-learning

Last synced: 17 May 2026

https://github.com/tonyduan/retinanet-detection

Single-shot CNN object detection with RetinaNet in PyTorch.

computer-vision object-detection

Last synced: 21 Jul 2025

https://github.com/muhammadhadiofficial/pixie-fruit

Main objective of the application was to run object detection models on mobile CPU and GPUs for offline inference in agriculture farms where internet is not available.

computer-vision image-processing mobile mobile-app object-detection

Last synced: 04 May 2025

https://github.com/inkbytefo/screenmonitormcp

🚀 Revolutionary MCP Server: AI'ya gerçek zamanlı görme yetisi, UI zekası ve öngörülü davranış öğrenme gücü kazandırır. Real-time screen monitoring, smart UI interaction, and predictive AI assistance.

ai artificial-intelligence automation computer-vision mcp model-context-protocol openai predictive-ai python real-time revolutionary screen-monitoring turkish ui-automation

Last synced: 09 Jul 2025

https://github.com/enesdoruk/kaggle-projects

Kaggle Visual AI or Data Science Projects

computer-vision deep-learning kaggle python pytorch visualai

Last synced: 27 Apr 2026

https://github.com/akshaya-kairamkonda/eye-tech-digital-systems

🚀 Eye-Controlled Mouse – Control your cursor with eye movements and blinking using OpenCV & MediaPipe.

automation computer-vision eye-tracking machine-learning mediapipe opencv python

Last synced: 03 May 2026

https://github.com/marcus-24/tensorflow_v_pytorch

This repository is a quick project to transfer my TensorFlow framework knowledge to Pytorch

computer-vision forecasting-models python pytorch sentiment-analysis tensorflow

Last synced: 17 Jul 2025

https://github.com/tensor-fusion/slic-superpixels

SLIC (Simple Linear Iterative Clustering) Superpixels for pixel clustering and segmentation

computer-vision image-processing image-segmentation superpixel-segmentation

Last synced: 29 Oct 2025

https://github.com/mathworks-teaching-resources/computer-vision-basics

This curriculum module provides an introduction to image segmentation in computer vision.

computer-vision cwm engineering image-processing

Last synced: 19 Jun 2025

https://github.com/aadisrivastava05/veritas

We present VERITAS, a comprehensive framework that not only accurately detects whether an image is AI-generated but also explains why it was classified that way through artifact localization and semantic reasoning. Our architecture couples traditional image classifiers with a novel interpretability pipeline.

classification clip computer-vision explainable-ai interpretable-ai molmo

Last synced: 17 Jun 2025

https://github.com/alexkranias/sideline_referee

A computer-vision powered basketball refereeing assistant.

computer-vision deep-learning machine-learning officiating referee sports sports-analytics

Last synced: 23 Jun 2025

https://github.com/facex-engine/facex

Face verification in the browser. 74 KB WebAssembly. No server, no cloud, no dependencies. Also runs native at 3ms on CPU.

avx-512 avx2 biometrics c99 computer-vision cpu-inference deep-learning edge-ai embedded-ai face-embedding face-recognition face-verification low-latency onnx-runtime production-ready simd zero-dependencies

Last synced: 01 May 2026

https://github.com/bhekimpilondhlela/basicfacialrecognition

Facial Recognition by using Dimensionality Reduction (Unsupervised Learning)

computer-vision face-recognition-system implementation python

Last synced: 20 Mar 2025

https://github.com/strickvl/pdfsplitter

Turn PDFs into image files for use in machine learning projects

computer-vision data-science machine-learning pdf python

Last synced: 03 May 2026

https://github.com/paraglondhe098/avgen

A generator model that generates 2D human cartoon faces based on user inputs (hair type, face type, hair color, etc.).

computer-vision convolutional-neural-networks deep-learning gan gen-ai generative-adversarial-network image-generation

Last synced: 17 Dec 2025

https://github.com/olliestanley/emotion-recognition

Recognise faces and classify their emotions based on images or videos

computer-vision python

Last synced: 17 May 2026

https://github.com/shivance/vit

Vision Transformer Paper Implementation Pytorch

computer-vision pytorch transformer

Last synced: 03 Apr 2025

https://github.com/adi2334/image-caption-generator

This project implements an image captioning model using a CNN-LSTM architecture. The model takes an image as input and generates a descriptive caption using natural language processing techniques

cnn computer-vision deep-learning imagecaptioning lstm machine-learning neural-network tensorflow

Last synced: 21 Apr 2026

https://github.com/filthyrake/telescope_cam_detection

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

astronomy computer-vision deep-learning fastapi nvidia-gpu object-detection python pytorch real-time-detection rt-detr rtsp telescope websocket wildlife-monitoring

Last synced: 20 Apr 2026

https://github.com/wesleylp/mosquitoes

Detection of potential mosquitoes breeding grounds.

aedes-aegypti aedes-borne-diseases computer-vision image-processing object-detection

Last synced: 04 Apr 2025

https://github.com/smaranjitghose/big_cat_classifier

Using Visual Transformers to train a basic image classification model to classify images of lions, tigers, cheetahs, tigers and leopards

big-cat-classifer big-cats computer-vision deep-learning huggingface huggingface-transformers image-classification pytorch pytorch-lightning visual-transformers

Last synced: 15 May 2026

https://github.com/k1ethoang/accident_detect

Đồ án tốt nghiệp 2025 - Huấn luyện & đánh giá mô hình YOLO để phát hiện tai nạn giao thông tại Việt Nam

accident-detection computer-vision object-detection yolo yolov11

Last synced: 23 Jun 2025

https://github.com/alextanhongpin/opencv-sudoku

Experimenting sudoku solver with OpenCV

algorithm-x computer-vision cv dancing-links opencv sudoku

Last synced: 18 May 2026

https://github.com/imdeepmind/agegendernetwork

An AI based android application that detects gender and age of a person just using a single image of his/her face

age android-application artificial-intelligence computer-vision deep-learning gender machine-learning python3

Last synced: 04 May 2026

https://github.com/yessasvini23/aether-autonomous-edge-for-transient-hazard-evasion-and-routing-a-symbiotic-fleet-cognitive-firewal

AETHER -An AI-powered fleet intelligence platform that transforms vehicles into a symbiotic network using Edge AI, mesh learning, and cloud cognition for safer, smarter, and sustainable mobility

aws-iot-core computer-vision edge-mesh-cloudarchitecture edgeai realtimedatasharing tensorflow

Last synced: 17 May 2026

https://github.com/matheuscavini/irobman_finalproject

Final Project for the course "Intelligent Robotic Manipulation" (WiSe 2024/25) at TU Darmstadt

computer-vision grasping kalman-filter kalman-tracking motion-planning pybullet python robotics robotics-simulation ycb-objects

Last synced: 16 May 2026

https://github.com/mirtia/frame-detection

Frame detection using OpenCV (C++)

computer-vision contour-detection opencv opencv-cpp

Last synced: 10 May 2026

https://github.com/avicenne-ctrl/deep_fashion

Leverage computer vision with YOLO and Roboflow to implement clothing recognition and develop a recommendation app for outfit suggestions.

computer-vision dockerfile flask-api flask-application neighbor-search roboflow yolov8

Last synced: 05 Apr 2025

https://github.com/sartq333/chill-guy-maker

fetches your face from your headshot image and makes you a chill guy.

computer-vision huggingface machine-learning python3 pytorch

Last synced: 09 May 2026

https://github.com/imdeepmind/crowdcounter

A Deep Learning based solution that can count the number of peoples present in the picture.

computer-vision deep-learning machine-learning open-source python

Last synced: 07 May 2026

https://github.com/tayyabwaqar/webcam-image-object-detector

This app, built with Streamlit and YOLOv8, is designed for real-time object detection in images and video streams. It can identify and label various objects in both uploaded images and live webcam feeds.

computer-vision image image-classification object-detection webcam

Last synced: 11 Jun 2026

https://github.com/anas436/wildfire-detection-app

This repository showcases our work on using computer vision to detect wildfires. Explore the code, model, and results of our research on wildfire prevention.

computer-vision fire-detection research wildfire-detection yolov8

Last synced: 27 Mar 2025

https://github.com/redayzarra/cnn_trafficsigns

This is a machine learning project where I utilized the LeNet-5 architecture to create a convolutional deep network that classifies 43 different kind of traffic signs. I've made sure to include a full step-by-step implementation of the project as well as detailed notes for every step.

classification classification-model computer-vision deep-learning deep-neural-networks lenet lenet-5 lenet-architecture machine-learning model-evaluation model-selection

Last synced: 15 May 2026

https://github.com/zozero/pytorch-cyclegan

对pytorch-CycleGAN使用中文命名重写

computer-vision cyclegan deep-learning gan pytorch

Last synced: 16 May 2026

https://github.com/bhartik021/cognitivevissionapp

This application demonstrates how to use Azure's Computer Vision API with .NET to analyze images and extract descriptions.

azure-ai cognitive-services computer-vision csharp dotnet

Last synced: 11 Apr 2025

https://github.com/sameetasadullah/cnn-benchmark-suite

A modular deep learning evaluation framework for benchmarking multiple CNN architectures across varied optimization strategies and training configurations. Built for scalable experimentation and transferability to real-world image classification tasks.

alexnet cifar10 cnn computer-vision deep-learning googlenet hyperparameter-tuning image-classification mobilenet model-benchmarking model-evaluation pytorch resnet torchvision

Last synced: 19 Jun 2026

https://github.com/jotstolu/semantic-segmentation-of-tomato-fruits

This project leverages the segment anything model by Meta AI as a semi automated way of generating training data for training Mask-RCNN model and YOLO-V8 seg model for semantic/instance segmentation of tomato fruits images

computer-vision deep-learning instance-segmentation mask-rcnn segmentanythingmodel semantic-segmentation yolov8

Last synced: 21 Mar 2025

https://github.com/cyb3r17/cnn-based-brain-tumor-diagnosis

Website and machine learning model to diagnose different types of tumors from MRI images

ai computer-vision machine-learning opencv-python pytorch

Last synced: 15 Jun 2025

https://github.com/yassineribouh/facerecognition

This repository presents a face recognition system trained using Siamese Neural Networks with two loss functions—contrastive and triplet—across six models. For each loss type, three models were developed, including one with pretrained weights, to compare performance.

computer-vision contrastive-loss deep-learning efficientnet face-recognition siamese-neural-network tensorflow triplet-loss

Last synced: 19 Apr 2026

https://github.com/agneya-1402/aircraft_detector

This project implements an Aircraft Detector using YOLOv8 to detect aircraft in images. The dataset is automatically split into train, validation, and test sets, and a YOLOv8 Nano model is trained on this data.

artificial-intelligence computer-vision opencv yolo yolov8

Last synced: 16 May 2026

https://github.com/haleelrah/Vision-pro-MAX

A Raspberry Pi-based object detection system for assisting visually impaired individuals. This project utilizes YOLO object detection and a Hailo 8L TPU to identify obstacles like manholes, potholes, and bumps, providing real-time audio feedback to aid navigation.

bash computer-vision cuda fine-tuning jupyter-notebook object-detection opencv python pytorch raspberry-pi rpi-camera ssh text-to-speech ultralytics yolo yolov8

Last synced: 30 Dec 2025

https://github.com/rushil-ambati/lane-detector

Lane Detector with Computer Vision

computer-vision image-processing opencv

Last synced: 15 May 2026

https://github.com/rishikesh-jadhav/car-velocity-estimation-using-opticalflow-dl

This repository is dedicated to Optical Flow-based Velocity Estimation for car motion analysis. The project incorporates classic algorithms such as Lucas-Kanade and Farneback, along with advanced deep learning approaches like RAFT. Additionally, it includes a hardware implementation on a robot rover, utilizing Raspberry Pi and Pi Camera.

computer-vision deep-learning deployment optical-flow picamera pytorch raft raspberry-pi robotics yolov5

Last synced: 13 Jul 2025

https://github.com/narius2030/imcp-support-blinders

This project focuses on image captioning by creating two primary models: DarkNetLM and DarkNetVG2. Both models leverage the CSP DarkNet53 architecture as the backbone of YOLOv8 for feature extraction from images. Combining with Transformers or LSTM to generating captions.

computer-vision data-lake image-captioning large-language-model mobile-app

Last synced: 30 Jun 2026

https://github.com/SarwanShah/Precipitation-Nowcasting-Using-Deep-Learning-2024

Using deep learning methodologies to address the problem of precipitation nowcasting.

computer-vision deep-learning gru lstm machine-learning meteorology precipitation-nowcasting remote-sensing

Last synced: 30 Jun 2026

https://github.com/firefly55lm/cnn_for_pokemon_detection

Convolutional Neural Network for Pokémon detection

computer-vision convolutional-neural-networks pokemon python tensorflow

Last synced: 09 May 2026

https://github.com/sambhav/cvml-mnist

Various experimentations with the MNIST data set and ML models

cnn computer-vision cv learning machine ml mnist neural-network recognition vision

Last synced: 17 Mar 2025

https://github.com/banitalebi/very-similar-objects-recognition

The Very Similar Objects Recognition repository focuses on advancing object recognition through deep learning, inspired by the Chihuahua-Muffin classification challenge.

chihuahua-muffin-classification-challenge computer-vision deep-learning machine-learning-challenges model-efficiency object-detection object-recognition

Last synced: 10 Apr 2025

https://github.com/ajayarunachalam/si-rpi

Affordable and Portable Multi-Spectral Imaging based on Raspberry Pi (MSI-RPi) for Plant Phenotype Studies

analysis automation computer-vision filter image-processing multiplexer notebook-jupyter raspberry-pi-3 rgb shell-scripting spectral

Last synced: 15 May 2026

https://github.com/celestialtaha/facial_expression_recognition_cnn

Recongnize faces using cascade detectors and perform expression classification using CNN

cascade-detection cnn computer-vision face-detection opencv

Last synced: 20 May 2026

https://github.com/cynthiachiu/facial-emotion-detection-filter

Takes in live webcam video feed, detects your face using the HAAR Cascade Classifier, detects your emotion from your expression using FER model, and overlays an animal mask on top of your face with the emotion description.

computer-vision image-processing machine-learning opencv-python

Last synced: 18 May 2026

https://github.com/javaidiqbal11/pattern-recognition-cloths

The goal is to build a model that can classify different clothing patterns, such as stripes, polka dots, plaid, floral, and more.

clothes-detector computer-vision convolutional-neural-networks deep-learning pattern-recognition python

Last synced: 13 May 2026

https://github.com/wanwin04/image-stitching

Survey of Image Stitching and its application in multi-perspective image stitching

computer-vision deep-learning homography image-stitching parallax sift-features

Last synced: 29 Mar 2025

https://github.com/mituskillologies/pgdai-nlpcv-cdac

NLP and Computer Vision programs of CDAC course PG-DAI in December 2023. Programs by Tushar B. Kute.

computer-vision deep-learning image-processing machine-learning natural-language-processing nltk unstructured-data-analysis

Last synced: 10 May 2026

https://github.com/manikantasanjay/indian_number_plate_character_recognition

Character Recognition of Indian Number Plates Using Deep Learning Model Architecture(CNN).

computer-vision deep-learning image-processing keras machine-learning opencv tensorflow

Last synced: 11 Apr 2025

https://github.com/mozturan/cv_im

Computer Vision and Image Processing examples/implementations

blur computer-vision harris-corner-detector histogram-equalization image-filtering image-processing

Last synced: 09 Apr 2025

https://github.com/travorlzh/vision-stuff

Some programs that deal with computer vision, face recognition, etc.

computer-vision face-recognition opencv-python

Last synced: 15 Jun 2025

https://github.com/ginnters/realtime-object-detection-warning

Real-time YOLO-based object detection system with danger zone alerts, Telegram and Email notifications for safety automation.

computer-vision detection email-notification object-detection opencv safety telegram-api telegram-api-bot yolo

Last synced: 14 May 2026

https://github.com/0xrajvardhan/computervision

Learning Computer Vision

computer-vision cv data-science opencv

Last synced: 17 May 2026

https://github.com/monish-nallagondalla/cnn_classifier

This project focuses on building an end-to-end system for classifying chicken diseases using Convolutional Neural Networks (CNNs). The model is trained to distinguish between healthy chickens and those affected by Coccidiosis based on fecal images. The project includes deployment and testing workflows on AWS and Azure for practical usability.

ai cnn-classification computer-vision data-science deep-learning machine-learning

Last synced: 30 Jun 2026

https://github.com/wilfredpine/machine-learning-dev2dep

Machine Learning from Development to Deployment using CNN and Django. Includes dataset preparation, preprocessing, model training, evaluations, testing, and implementation of the model in a web application using django framework.

ai api artificial-intelligence cnn-classification computer-vision django machine-learning neural-network web-development

Last synced: 02 May 2026

https://github.com/rishraks/face_detection_anonymizer

The Face Detection and Anonymizer is a Python-based tool using OpenCV and Mediapipe to detect faces in real-time from a video stream. It allows users to toggle features like drawing bounding boxes around faces or anonymizing them with blur effects, ensuring privacy while showcasing efficient computer vision capabilities.

computer-vision mediapipe opencv-python

Last synced: 18 May 2026

https://github.com/psychofict/CW-BASS

[IJCNN 2025] 'Confidence-Weighted Boundary Aware Learning for Semi-Supervised Semantic Segmentation' (CW-BASS)

computer-vision image-processing semantic-segmentation semi-supervised-learning semi-supervised-semantic-segmentation

Last synced: 10 Apr 2025

https://github.com/sayakpaul/age-detector-web-app

A simple web app for age detection based on a Hackathon problem by Analytics Vidhya

computer-vision deep-learning fastai gcp render

Last synced: 02 Apr 2025

https://github.com/schefflera-arboricola/virtual-ta

Hackathon Project 2023 : Captures the facial expressions of a learner watching online lectures and gives real time feedback/prompts, with a chat-gpt window incorporated.

beginner-project chatgpt-api cnn cnn-model computer-vision cv2 deep-face education facial-expression-recognition flask flask-application hackathon-project keras sklearn wip

Last synced: 17 Apr 2026

https://github.com/badaszz/plant-disease-detection-streamlit

A CNN model trained on plant leaf images to classify them as healthy or diseased. The model is deployed in a Streamlit app that allows users to upload images and get predictions.

computer-vision convolutional-neural-networks data-science machine-learning

Last synced: 08 May 2025

https://github.com/capjamesg/image-collage

Generate an image collage with computer vision.

art computer-vision python zero-shot-object-detection

Last synced: 18 Jul 2025

https://github.com/fulcrum6378/mergen_android

A real-time artificial intelligence which simulates the human brain on a computer. (main version for Android)

android artificial-intelligence computer-vision cpp java jni logic probabilism probability reward-system robot robotics vulkan

Last synced: 30 Dec 2025

https://github.com/retkowsky/removing_background_from_image

Removing background from an image

computer-vision

Last synced: 07 Jul 2025

https://github.com/protyayofficial/convsfnet

Enhanced disaster image classification using ConvNeXt with Squeeze-and-Excitation (SE) and Feature Pyramid Network (FPN). Built on the MEDIC dataset, this project aims to improve classification accuracy and address overfitting issues.

computer-vision deep-learning disaster-identification

Last synced: 23 Jun 2025

https://github.com/vanditg/image_analytics_task_ai_australia

This repository contains solutions or files of my attempt for the AI Austraial task of Image Analytics. The submission language is Python.

blurred-background bounding-boxes computer-vision deep-learning deep-neural-networks face-detection face-quality facial-expression-recognition haarcascade-frontalface

Last synced: 09 Apr 2025

https://github.com/egorsmkv/eerie-yolo11

Rust + YOLO with IREE

computer-vision iree ml yolo

Last synced: 11 May 2025

https://github.com/lily-osp/rfid-access-control-system

This project is just one of many examples of how we can apply the use of google theachable machine.

access-control arduino automation computer-vision nfc rfid security

Last synced: 19 May 2026

https://github.com/egorsmkv/ai-find-similar-objects

Rust in Action: embed your images into Qdrant and search similar objects using Rust and AI

ai computer-vision python qdrant rust tus yolo

Last synced: 11 May 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 1,102 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
Computer vision Categories
Papers 4,493 fl in top-tier journal 3,255 Blogs 2,917 **Literature and Codes** 2,279 NLP 1,781 fl in top ml conference and journal 1,564 Conference Papers 1,279 Uncategorized 1,027 Citing 876 fl in top ai conference and journal 759 Image Classification / Backbone 732 fl in top cv conference and journal 673 Computer Vision 579 :bookmark_tabs: Research Papers 553 🗃️Recent Research 549 Segmentation 521 Other World Model Paper 508 100 + 𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗟𝗶𝘀𝘁 𝘄𝗶𝘁𝗵 𝗰𝗼𝗱𝗲 495 Datasets 460 Detection 455