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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/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: 02 Aug 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/SerpentAI/D3DShot

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

computer-vision python screen-capture screenshot windows

Last synced: 02 Aug 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/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: 07 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/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/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/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/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: 03 Aug 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/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/IBM/CrossViT

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

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

Last synced: 03 Aug 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/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: 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/farukalamai/advanced-machine-learning-engineer-roadmap-2024

A Full Stack ML (Machine Learning) Roadmap involves learning the necessary skills and technologies to become proficient in all aspects of machine learning, including data collection and preprocessing, model development, deployment, and maintenance.

aws computer-vision data-analysis data-science data-visualization deep-learning git-github machine-learning machine-learning-roadmap mlops natural-language-processing neural-network nlp opencv pandas python pytorch statistics tensorflow yolo

Last synced: 07 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/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: 14 Oct 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: 31 Oct 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/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/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/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/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/maciejczyzewski/neural-chessboard

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

chess chess-board computer-vision machine-learning

Last synced: 31 Oct 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: 03 Aug 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/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/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: 31 Oct 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: 03 Aug 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: 07 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: 08 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/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/lucasjinreal/thor

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

computer-vision deeplearning object-detection tracking

Last synced: 06 Nov 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: 03 Aug 2024

https://github.com/ducha-aiki/affnet

Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"

affine-shape-estimator computer-vision convolutional-networks convolutional-neural-networks deep-learning hessian image-matching image-retrieval local-features pytorch

Last synced: 31 Oct 2024

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

On the "steerability" of generative adversarial networks

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

Last synced: 02 Aug 2024

https://github.com/photonvision/photonvision

PhotonVision is the free, fast, and easy-to-use computer vision solution for the FIRST Robotics Competition.

computer-vision frc java opencv vision vision-processing wpilib

Last synced: 13 Oct 2024

https://github.com/vzhou842/cnn-from-scratch

A Convolutional Neural Network implemented from scratch (using only numpy) in Python.

computer-vision convolutional-neural-networks guide machine-learning neural-network python

Last synced: 30 Oct 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: 28 Oct 2024

https://github.com/angeladai/ScanComplete

[CVPR'18] ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans

3d-reconstruction autoregressive-neural-networks computer-graphics computer-vision deep-learning

Last synced: 07 Nov 2024

https://github.com/HusseinYoussef/Arabic-OCR

OCR system for Arabic language that converts images of typed text to machine-encoded text.

arabic character-segmentation computer-vision dataset image-processing machine-learning neural-network ocr opencv-python scikit-learn segmentation

Last synced: 03 Nov 2024

https://github.com/roboflow/webcamGPT

webcamGPT - chat with video stream 💬 + 📸

chatgpt computer-vision gpt-4

Last synced: 06 Nov 2024

https://github.com/lil-lab/nlvr

Cornell NLVR and NLVR2 are natural language grounding datasets. Each example shows a visual input and a sentence describing it, and is annotated with the truth-value of the sentence.

computer-vision corpus machine-learning natural-language-processing

Last synced: 02 Aug 2024

https://github.com/QData/C-Tran

General Multi-label Image Classification with Transformers

computer-vision multi-label-classification transformers

Last synced: 05 Nov 2024

https://github.com/davidstutz/superpixels-revisited

Library containing 7 state-of-the-art superpixel algorithms with a total of 9 implementations used for evaluation purposes in [1] utilizing an extended version of the Berkeley Segmentation Benchmark.

computer-vision image-processing opencv superpixel-algorithms superpixels

Last synced: 10 Nov 2024

https://github.com/twitter-research/image-crop-analysis

Code for reproducing our analysis in the paper titled: Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency

bias computer-vision fairness fairness-ml image-processing machine-learning research

Last synced: 30 Oct 2024

https://github.com/fcakyon/craft-text-detector

Packaged, Pytorch-based, easy to use, cross-platform version of the CRAFT text detector

actions anaconda computer-vision craft deep-learning document hacktoberfest linux macos neural-network ocr pypi python pytorch text text-detection vision windows workflow

Last synced: 03 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 656 iOS_ML 39 Awesome-Interaction-aware-Trajectory-Prediction 564 Awesome-FL 2,098 awesome-low-light-image-enhancement 197 CV-pretrained-model 103 awesome-tensorflow-lite 110 Awesome-Implicit-NeRF-Robotics 183 awesome-capsule-networks 67 awesome-attention-mechanism-in-cv 195 awesome-grounding 154 Awesome-Image-Colorization 115 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 196 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-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 awesome-nerf-editing 380
Computer vision Categories
Papers 3,620 **Literature and Codes** 1,784 Blogs 1,691 NLP 1,534 fl in top-tier journal 1,270 Conference Papers 1,061 fl in top ml conference and journal 847 Uncategorized 787 Image Classification / Backbone 732 Summary 608 Segmentation 490 Detection 449 Video (High-level) 437 Computer Vision 403 🗃️Recent Research 364 Applications and Datasets 342 fl on graph data and graph neural networks 330 :bookmark_tabs: Research Papers 303 Survey 293 Datasets 283