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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/ZhangGongjie/Meta-DETR

[T-PAMI 2022] Meta-DETR for Few-Shot Object Detection: Official PyTorch Implementation

computer-vision few-shot-object-detection meta-learning object-detection pytorch

Last synced: 15 Oct 2024

https://github.com/foo123/haar.js

Feature Detection based on Haar Cascades in JavaScript (Viola-Jones-Lienhart et al Algorithm)

computer-vision object-detection viola-jones

Last synced: 26 Oct 2024

https://github.com/lijx10/SO-Net

SO-Net: Self-Organizing Network for Point Cloud Analysis, CVPR2018

3d autonomous-driving computer-vision cvpr deep-learning point-cloud

Last synced: 28 Oct 2024

https://github.com/ekzhang/fastseg

📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance

aspp cityscapes computer-vision deep-learning deeplabv3 edge-computing efficientnet kitti-dataset mapillary-vistas-dataset mobilenetv3 pytorch semantic-segmentation

Last synced: 26 Oct 2024

https://github.com/faustomorales/vit-keras

Keras implementation of ViT (Vision Transformer)

computer-vision keras

Last synced: 14 Oct 2024

https://github.com/alicevision/cctag

Detection of CCTag markers made up of concentric circles.

computer-vision concentric-circles detection fiducial-markers image-processing markers

Last synced: 05 Nov 2024

https://github.com/sunglok/awesome-robotics-datasets

A collection of useful datasets for robotics and computer vision

computer-vision dataset robotics

Last synced: 04 Aug 2024

https://github.com/karayaman/Play-online-chess-with-real-chess-board

Program that enables you to play online chess using real chess boards.

chess computer-vision

Last synced: 14 Nov 2024

https://github.com/SerpentAI/D3DShot

Extremely fast and robust screen capture on Windows with the Desktop Duplication API

computer-vision python screen-capture screenshot windows

Last synced: 12 Nov 2024

https://github.com/IBM/CrossViT

Official implementation of CrossViT. https://arxiv.org/abs/2103.14899

computer-vision deep-learning multi-scale-features vision-transformer

Last synced: 14 Nov 2024

https://github.com/nyandwi/modernconvnets

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

cnns computer-vision convnets convolutional-neural-networks deep-learning-algorithms image-classification keras neural-networks tensorflow

Last synced: 11 Nov 2024

https://github.com/fluxml/metalhead.jl

Computer vision models for Flux

computer-vision deep-learning flux julia machine-learning

Last synced: 11 Nov 2024

https://github.com/IBM/powerai-counting-cars

Run a Jupyter Notebook to detect, track, and count cars in a video using Maximo Visual Insights (formerly PowerAI Vision) and OpenCV

computer-vision ibmcode jupyter-notebook mp4-video opencv powerai powerai-vision video

Last synced: 07 Nov 2024

https://github.com/FluxML/Metalhead.jl

Computer vision models for Flux

computer-vision deep-learning flux julia machine-learning

Last synced: 29 Oct 2024

https://github.com/iboing/CliqueNet

Convolutional Neural Networks with Alternately Updated Clique (to appear in CVPR 2018)

computer-vision deep-learning image-recognition

Last synced: 28 Oct 2024

https://github.com/clovaai/assembled-cnn

Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

computer-vision convolutional-neural-networks deep-learning food-101 image-classification imagenet inference-throughput mce robustness tensorflow transfer-learning

Last synced: 12 Nov 2024

https://github.com/hanleyweng/gesture-recognition-101-coreml-arkit

Simple project to recognize hands in realtime. 👋 Serves as an Example for building your own object recognizer.

arkit augmented-reality computer-vision coreml gesture-recognition hand-tracking ios machine-learning object-recognition

Last synced: 09 Nov 2024

https://github.com/PaulDanielML/MuJoCo_RL_UR5

A MuJoCo/Gym environment for robot control using Reinforcement Learning. The task of agents in this environment is pixel-wise prediction of grasp success chances.

computer-vision gym-environment mujoco pick-and-place reinforcement-learning robotics

Last synced: 04 Aug 2024

https://github.com/z-x-yang/cfbi

The official implementation of CFBI(+): Collaborative Video Object Segmentation by (Multi-scale) Foreground-Background Integration.

computer-vision pytorch-implementation video-object-segmentation

Last synced: 15 Nov 2024

https://github.com/gabrielarchanjo/marvinj

Javascript Image Processing Framework based on Marvin Framework

computer-vision image-processing javascript javascript-library

Last synced: 04 Aug 2024

https://github.com/frgfm/Holocron

PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne). Other additions: AdEMAMix

ademamix computer-vision cspdarknet53 darknet deep-learning object-detection pytorch resnet rexnet tridentnet unet-image-segmentation yolo yolov4

Last synced: 05 Nov 2024

https://github.com/frgfm/holocron

PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne). Other additions: AdEMAMix

ademamix computer-vision cspdarknet53 darknet deep-learning object-detection pytorch resnet rexnet tridentnet unet-image-segmentation yolo yolov4

Last synced: 11 Oct 2024

https://github.com/Sierkinhane/mtcnn-pytorch

A face detection algorithm

computer-vision facedetector pytorch

Last synced: 28 Oct 2024

https://github.com/LMD0311/PointMamba

PointMamba: A Simple State Space Model for Point Cloud Analysis

3d-point-clouds computer-vision mamba state-space-model

Last synced: 28 Oct 2024

https://github.com/pylabel-project/pylabel

Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.

annotation-tool bounding-boxes coco computer-vision dataset object-detection yolov5

Last synced: 05 Nov 2024

https://github.com/yqyao/FCOS_PLUS

Some improvements (center sample) about FCOS (FCOS: Fully Convolutional One-Stage Object Detection).

anchor-free computer-vision fcos object-detection one-stage pytorch

Last synced: 05 Aug 2024

https://github.com/brainhubeu/react-native-opencv-tutorial

👩‍🏫Fully working example of the OpenCV library used together with React Native

camera computer-vision java javascript jest objective-c objective-c-plus-plus opencv react react-native react-native-camera reactnative

Last synced: 10 Nov 2024

https://github.com/BMW-InnovationLab/BMW-Labeltool-Lite

This repository provides you with an easy-to-use labeling tool for State-of-the-art Deep Learning training purposes. It supports Auto-Labeling.

annotaion auto-label autolabeling bounding-box boundingbox computer-vision deep-learning docker image-annotation inference label labeling-tool labeltool neural-network object-detection smart-labeling synthetic-data tensorflow voc yolov4

Last synced: 14 Nov 2024

https://github.com/google-research/rigl

End-to-end training of sparse deep neural networks with little-to-no performance loss.

computer-vision machine-learning neural-networks sparse-training

Last synced: 10 Nov 2024

https://github.com/hustvl/tineuvox

TiNeuVox: Fast Dynamic Radiance Fields with Time-Aware Neural Voxels (SIGGRAPH Asia 2022)

3d computer-graphics computer-vision deep-learning dynamic-scenes machine-learning nerf neural-network tineuvox view-synthesis

Last synced: 09 Nov 2024

https://github.com/roboflow/roboflow-python

The official Roboflow Python package. Manage your datasets, models, and deployments. Roboflow has everything you need to build a computer vision application.

computer-vision deep-learning machine-learning python

Last synced: 13 Nov 2024

https://github.com/hysts/pytorch_mpiigaze

An unofficial PyTorch implementation of MPIIGaze and MPIIFaceGaze

computer-vision gaze gaze-estimation pytorch

Last synced: 29 Oct 2024

https://github.com/alexandre01/UltimateLabeling

A multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker

computer-vision labeling labeling-tool object-detection object-tracking python pytorch video

Last synced: 10 Nov 2024

https://github.com/yandexdataschool/deep_vision_and_graphics

Course about deep learning for computer vision and graphics co-developed by YSDA and Skoltech.

computer-vision course course-materials deep-learning pytorch

Last synced: 13 Nov 2024

https://github.com/hysts/pytorch_mpiigaze_demo

Gaze estimation using MPIIGaze and MPIIFaceGaze

computer-vision gaze gaze-estimation pytorch

Last synced: 29 Oct 2024

https://github.com/sunset1995/horizonnet

Pytorch implementation of HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation.

360-photo computer-vision cvpr2019 horizonnet pano-stretch-augmentation room-layout

Last synced: 11 Nov 2024

https://github.com/AlexeyAB/yolo2_light

Light version of convolutional neural network Yolo v3 & v2 for objects detection with a minimum of dependencies (INT8-inference, BIT1-XNOR-inference)

bit1-xnor-inference computer-vision machine-learning neural-network object-detection

Last synced: 09 Nov 2024

https://github.com/alexeyab/yolo2_light

Light version of convolutional neural network Yolo v3 & v2 for objects detection with a minimum of dependencies (INT8-inference, BIT1-XNOR-inference)

bit1-xnor-inference computer-vision machine-learning neural-network object-detection

Last synced: 06 Nov 2024

https://github.com/bfortuner/pytorch_tiramisu

FC-DenseNet in PyTorch for Semantic Segmentation

computer-vision deep-learning neural-network pytorch semantic-segmentation

Last synced: 08 Nov 2024

https://github.com/khanhnamle1994/fashion-recommendation

A clothing retrieval and visual recommendation model for fashion images.

computer-vision deepfashion fashion-recommendation floydhub numpy pandas python3 resnet tensorflow

Last synced: 10 Nov 2024

https://github.com/LukasBommes/mv-extractor

Extract frames and motion vectors from H.264 and MPEG-4 encoded video.

computer-vision ffmpeg motion motion-vectors opencv tracking video

Last synced: 05 Nov 2024

https://github.com/ZumoLabs/zpy

Synthetic data for computer vision. An open source toolkit using Blender and Python.

ai blender blender-addon computer-vision data deep-learning ml python synthetic synthetic-data

Last synced: 03 Aug 2024

https://github.com/WisconsinAIVision/few-shot-gan-adaptation

[CVPR '21] Official repository for Few-shot Image Generation via Cross-domain Correspondence

computer-vision few-shot-learning gans

Last synced: 15 Nov 2024

https://github.com/mbeyeler/opencv-python-blueprints

M. Beyeler (2015). OpenCV with Python Blueprints: Design and develop advanced computer vision projects using OpenCV with Python, Packt Publishing Ltd., ISBN 978-178528269-0.

computer-vision image-processing machine-learning opencv python

Last synced: 14 Nov 2024

https://github.com/wisconsinaivision/few-shot-gan-adaptation

[CVPR '21] Official repository for Few-shot Image Generation via Cross-domain Correspondence

computer-vision few-shot-learning gans

Last synced: 10 Nov 2024

https://github.com/unity-technologies/robotics-object-pose-estimation

A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.

autonomy computer-vision deep-learning machine-learning manipulation model-training motion-planning perception physics-simulation pose-estimation robotics robotics-simulation ros simulation synthetic-data trajectory-generation tutorial unity ur3-robot-arm urdf

Last synced: 07 Oct 2024

https://github.com/ZHKKKe/PixelSSL

A PyTorch-based Semi-Supervised Learning (SSL) Codebase for Pixel-wise (Pixel) Vision Tasks [ECCV 2020]

computer-vision pixel-wise-task pytorch-implementation semi-supervised toolbox

Last synced: 03 Nov 2024

https://github.com/maciejczyzewski/neural-chessboard

♔ An Extremely Efficient Chess-board Detection for Non-trivial Photos ♔

chess chess-board computer-vision machine-learning

Last synced: 14 Nov 2024

https://github.com/ethereon/lycon

A minimal and fast image library for Python and C++

computer-vision cpp image-processing python

Last synced: 08 Nov 2024

https://github.com/DLR-RM/SingleViewReconstruction

Official Code: 3D Scene Reconstruction from a Single Viewport

computer-vision deep-learning eccv2020 open-source paper reconstruction singleview

Last synced: 26 Oct 2024

https://github.com/bamwani/car-counting-and-speed-estimation-yolo-sort-python

This project imlements the following tasks in the project: 1. Vehicle counting, 2. Lane detection. 3.Lane change detection and 4.speed estimation

car car-counting computer-vision lane-change-detection lane-detection lane-segmentation object-detection opencv python3 sort sort-tracking speed-detection speed-estimation vehicle-counting vehicle-tracking video yolo

Last synced: 09 Nov 2024

https://github.com/lukasbommes/mv-extractor

Extract frames and motion vectors from H.264 and MPEG-4 encoded video.

computer-vision ffmpeg motion motion-vectors opencv tracking video

Last synced: 10 Oct 2024

https://github.com/merantix-momentum/squirrel-core

A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient way :chestnut:

ai cloud-computing collaboration computer-vision cv data-ingestion data-mesh data-science dataops datasets deep-learning distributed internal machine-learning ml natural-language-processing nlp python pytorch tensorflow

Last synced: 02 Nov 2024

https://github.com/visipedia/annotation_tools

Visipedia Annotation Tools

annotations computer-vision datasets

Last synced: 05 Nov 2024

https://github.com/RizwanMunawar/yolov8-object-tracking

YOLOv8 Object Tracking Using PyTorch, OpenCV and Ultralytics

computer-vision deep-learning object-detection object-tracking yolov8

Last synced: 08 Nov 2024

https://github.com/fregu856/3DOD_thesis

3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.

3d-deep-learning 3d-detection autonomous-driving computer-vision deep-learning machine-learning object-detection pytorch

Last synced: 07 Aug 2024

https://github.com/kkanshul/finegan

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery

computer-vision deep-learning disentangled-representations fine-grained gans generative-adversarial-network image-generation image-manipulation pytorch

Last synced: 15 Nov 2024

https://github.com/rizwanmunawar/yolov8-object-tracking

YOLOv8 Object Tracking Using PyTorch, OpenCV and Ultralytics

computer-vision deep-learning object-detection object-tracking yolov8

Last synced: 14 Nov 2024

https://github.com/VlSomers/native-opencv-android-template

A tutorial for setting up OpenCV 4.6.0 (and other 4.x.y version) for Android in Android Studio with Native Development Kit (NDK) support for C++ development.

android android-ndk android-studio computer-vision cpp java java-native-interface jni kotlin kotlin-android ndk opencv opencv-android-release opencv-android-sdk opencv4android

Last synced: 03 Nov 2024

https://github.com/preddy5/Im2Vec

[CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision

computer-graphics computer-vision cvpr2021 vector-graphics

Last synced: 04 Nov 2024

https://github.com/Haiyang-W/UniTR

[ICCV2023] Official Implementation of "UniTR: A Unified and Efficient Multi-Modal Transformer for Bird’s-Eye-View Representation"

3d 3d-object-detection 3d-segmentation backbone bev camera computer-vision iccv2023 lidar multi-modal multi-view point-cloud transformer unified

Last synced: 28 Oct 2024

https://github.com/francescosaveriozuppichini/vit

Implementing Vi(sion)T(transformer)

computer-vision deep-learning

Last synced: 23 Oct 2024

https://github.com/debkbanerji/lego-art-remix

Powerful computer vision assisted Lego mosaic creator · Over 1 million images created (so far!)

computer-vision custom-pictures deep-neural-network javascript lego lego-art lego-art-remix lego-mosaic onnx

Last synced: 01 Nov 2024

https://github.com/postech-cvlab/fastpointtransformer

Official source code of Fast Point Transformer, CVPR 2022

3d-vision computer-vision cvpr2022 point-cloud transformer

Last synced: 14 Nov 2024

https://github.com/nv-tlabs/xcube

[CVPR 2024 Highlight] XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies

3d-generation computer-vision generative-ai graphics voxel

Last synced: 15 Nov 2024

https://github.com/DerrickXuNu/v2x-vit

[ECCV2022] Official Implementation of paper "V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer"

3d-object-detection autonomous-driving collaborative-perception computer-vision deep-learning machine-learning multi-agent-system pytorch simulation v2x vehicle-to-everything vision-transformer

Last synced: 28 Oct 2024

https://github.com/lucasjinreal/thor

thor: C++ helper library, for deep learning purpose

computer-vision deeplearning object-detection tracking

Last synced: 06 Nov 2024

https://github.com/hsankesara/deepresearch

This repository is the collection of research papers in Deep learning, computer vision and NLP.

computer-vision deep-learning keras machine-learning nlp nueral-networks python3 research-paper

Last synced: 27 Oct 2024

https://github.com/erilyth/DeepLearning-Challenges

Codes for weekly challenges on Deep Learning by Siraj

computer-vision deep-learning machine-learning neural-networks

Last synced: 07 Aug 2024

https://github.com/ali-design/gan_steerability

On the "steerability" of generative adversarial networks

computer-vision deep-learning gan generative-adversarial-network

Last synced: 15 Nov 2024

Computer vision Awesome Lists
Awesome-pytorch-list 704 awesome-self-supervised-learning 453 awesome-multimodal-ml 480 Awesome-Transformer-Attention 2,160 awesome_3DReconstruction_list 169 awesome-hand-pose-estimation 493 awesome-image-classification 220 awesome-human-pose-estimation 89 Awesome-Crowd-Counting 451 awesome-autonomous-vehicles 296 Awesome-Federated-Learning 558 Awesome-pytorch-list-CNVersion 692 awesome-industrial-anomaly-detection 657 iOS_ML 39 Awesome-Interaction-aware-Trajectory-Prediction 564 Awesome-FL 2,098 awesome-low-light-image-enhancement 197 Awesome-Implicit-NeRF-Robotics 184 CV-pretrained-model 103 awesome-tensorflow-lite 110 awesome-capsule-networks 67 awesome-attention-mechanism-in-cv 195 awesome-grounding 154 Awesome-Image-Colorization 116 awesome-ai-awesomeness 236 openstl 43 awesome-autonomous-vehicle 181 Awesome-Open-Vocabulary 158 awesome-open-data-centric-ai 56 Awesome-Skeleton-based-Action-Recognition 104 awesome-6d-object 600 awesome-scene-understanding 197 awesome-multi-task-learning 226 awesome-holistic-3d 129 awesome-data-annotation 93 awesome-panoptic-segmentation 45 awesome-photogrammetry 68 awesome-llm-and-aigc 1,134 Awesome-3D-Object-Detection 169 awesome-computer-vision-models 189 awesome-optical-flow 110 Awesome-Parameter-Efficient-Transfer-Learning 121 awesome-state-of-depth-completion 59 Awesome-Distributed-Deep-Learning 44 awesome-image-alignment-and-stitching 108 Awesome-Monocular-3D-detection 93 Awesome-Multi-Task-Learning 80 Computer-Vision-Video-Lectures 67 awesome-segment-anything-extensions 120 awesome-robotics-datasets 79
Computer vision Categories
Papers 3,626 **Literature and Codes** 1,784 Blogs 1,691 NLP 1,546 fl in top-tier journal 1,294 Conference Papers 1,061 fl in top ml conference and journal 847 Uncategorized 787 Image Classification / Backbone 732 Summary 611 Segmentation 490 Detection 449 Video (High-level) 437 Computer Vision 403 🗃️Recent Research 366 Applications and Datasets 342 fl on graph data and graph neural networks 330 :bookmark_tabs: Research Papers 307 Survey 294 Datasets 283