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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.

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: 2025-01-03 00:05:38 UTC
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https://github.com/aurelio-labs/semantic-router

Superfast AI decision making and intelligent processing of multi-modal data.

ai artificial-intelligence chatbot computer-vision generative-ai machine-learning nlp

Last synced: 31 Dec 2024

https://github.com/strasdat/sophus

C++ implementation of Lie Groups using Eigen.

2d 3d c-plus-plus computer-vision geometry graphics math python robotics

Last synced: 31 Dec 2024

https://github.com/autodistill/autodistill

Images to inference with no labeling (use foundation models to train supervised models).

auto-labeling computer-vision deep-learning foundation-models grounding-dino image-annotation image-classification instance-segmentation labeling-tool machine-learning model-distillation multimodal object-detection pytorch segment-anything yolov5 yolov8

Last synced: 31 Dec 2024

https://github.com/facebookresearch/habitat-lab

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

ai computer-vision deep-learning deep-reinforcement-learning python reinforcement-learning research robotics sim2real simulator

Last synced: 01 Jan 2025

https://github.com/strasdat/Sophus

C++ implementation of Lie Groups using Eigen.

2d 3d c-plus-plus computer-vision geometry graphics math python robotics

Last synced: 26 Oct 2024

https://github.com/jsbroks/coco-annotator

:pencil2: Web-based image segmentation tool for object detection, localization, and keypoints

annotate-images coco coco-annotator coco-format computer-vision datasets deep-learning detection image-annotation image-labeling image-segmentation label machine-learning

Last synced: 09 Dec 2024

https://github.com/amusi/eccv2024-papers-with-code

ECCV 2024 论文和开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2024论文和开源项目

computer-vision deep-learning eccv eccv-2020 eccv2020 eccv2022 eccv2024 image-classification image-segmentation neural-network object-detection

Last synced: 05 Dec 2024

https://github.com/pkhungurn/talking-head-anime-demo

Demo for the "Talking Head Anime from a Single Image."

ai anime computer-graphics computer-vision deep-learning machine-learning python pytorch vtuber

Last synced: 28 Dec 2024

https://github.com/mukosame/anime2sketch

A sketch extractor for anime/illustration.

anime comic computer-vision deep-learning gan gans generative-adversarial-network gradio image-generation manga pytorch sketch wacv

Last synced: 28 Dec 2024

https://github.com/lucasb-eyer/pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

computer-vision crf cython eigen machine-learning pairwise-potentials unary-potentials

Last synced: 02 Jan 2025

https://github.com/Mukosame/Anime2Sketch

A sketch extractor for anime/illustration.

anime comic computer-vision deep-learning gan gans generative-adversarial-network gradio image-generation manga pytorch sketch wacv

Last synced: 15 Nov 2024

https://github.com/universaldatatool/universal-data-tool

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

annotate-images annotation-tool classification computer-vision csv dataset deep-learning desktop entity-recognition hacktoberfest image-annotation image-labeling-tool image-segmentation labeling labeling-tool machine-learning named-entity-recognition semantic-segmentation text-annotation text-labeling

Last synced: 28 Dec 2024

https://github.com/mrpt/mrpt

:zap: The Mobile Robot Programming Toolkit (MRPT)

autonomous-driving c-plus-plus computer-vision maps mobile-robotics mobile-robots mrpt particle-filter robot-framework robot-motion-estimate robot-programming robotics slam

Last synced: 01 Jan 2025

https://github.com/patrikhuber/eos

A lightweight 3D Morphable Face Model library in modern C++

3d-face 3d-face-reconstruction 3dmm c-plus-plus computer-vision cpp14 cpp17 cross-platform face-models image-processing machine-learning modern-cpp python

Last synced: 31 Dec 2024

https://github.com/unrealcv/unrealcv

UnrealCV: Connecting Computer Vision to Unreal Engine

computer-vision embodied-ai machine-learning simulation synthetic-data ue4 virtual-worlds

Last synced: 02 Jan 2025

https://github.com/sharpai/deepcamera

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more

ai camera computer-vision deep-learning edge face-detection face-recognition home-assistant machine-learning nvidia-jetson-nano object-detection python raspberry-pi tensorflow tf-lite video-surveillance

Last synced: 27 Dec 2024

https://github.com/UniversalDataTool/universal-data-tool

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

Last synced: 25 Oct 2024

https://github.com/adobe-research/custom-diffusion

Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)

computer-vision customization diffusion-models few-shot fine-tuning pytorch text-to-image-generation

Last synced: 28 Dec 2024

https://github.com/MRPT/mrpt

:zap: The Mobile Robot Programming Toolkit (MRPT)

autonomous-driving c-plus-plus computer-vision maps mobile-robotics mobile-robots mrpt particle-filter robot-framework robot-motion-estimate robot-programming robotics slam

Last synced: 24 Oct 2024

https://github.com/pierluigiferrari/ssd_keras

A Keras port of Single Shot MultiBox Detector

computer-vision deep-learning fcn fully-convolutional-networks keras keras-models object-detection single-shot-multibox-detector ssd ssd-model

Last synced: 28 Dec 2024

https://github.com/scannet/scannet

3d-reconstruction computer-graphics computer-vision deep-learning rgbd

Last synced: 27 Dec 2024

https://github.com/haitongli/knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

cifar10 computer-vision dark-knowledge deep-neural-networks knowledge-distillation model-compression pytorch

Last synced: 28 Dec 2024

https://github.com/astorfi/lip-reading-deeplearning

:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures

3d-convolutional-network computer-vision deep-learning speech-recognition tensorflow

Last synced: 28 Dec 2024

https://github.com/SharpAI/DeepCamera

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more

Last synced: 27 Oct 2024

https://github.com/mit-spark/kimera

Index repo for Kimera code

3d-reconstruction computer-vision robotics semantics slam visual-inertial-odometry

Last synced: 30 Nov 2024

https://github.com/MIT-SPARK/Kimera

Index repo for Kimera code

3d-reconstruction computer-vision robotics semantics slam visual-inertial-odometry

Last synced: 02 Nov 2024

https://github.com/GauravBh1010tt/DeepLearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

audio-processing computer-vision deep-learning nlp

Last synced: 25 Oct 2024

https://github.com/gauravbh1010tt/deeplearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

audio-processing computer-vision deep-learning nlp

Last synced: 28 Dec 2024

https://github.com/apple/ml-cvnets

CVNets: A library for training computer vision networks

ade20k classification computer-vision deep-learning detection imagenet machine-learning mscoco pascal-voc pytorch segmentation

Last synced: 28 Dec 2024

https://github.com/cambrian-mllm/cambrian

Cambrian-1 is a family of multimodal LLMs with a vision-centric design.

chatbot clip computer-vision dino instruction-tuning large-language-models llms mllm multimodal-large-language-models representation-learning

Last synced: 02 Jan 2025

https://github.com/junshutang/make-it-3d

[ICCV 2023] Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior

3d-generation 3d-vision computer-vision deep-learning diffusion-models generative-art nerf

Last synced: 02 Jan 2025

https://github.com/facebookresearch/theseus

A library for differentiable nonlinear optimization

bilevel-optimization computer-vision deep-learning differentiable-optimization embodied-ai gauss-newton implicit-differentiation levenberg-marquardt nonlinear-least-squares pytorch robotics

Last synced: 31 Dec 2024

https://probcomp.github.io/Gen

A general-purpose probabilistic programming system with programmable inference

bayesian computer-vision deep-learning differentiable-programming gen julia-language machine-learning probabilistic-programming robotics

Last synced: 26 Nov 2024

https://github.com/probcomp/gen.jl

A general-purpose probabilistic programming system with programmable inference

bayesian computer-vision deep-learning differentiable-programming gen julia-language machine-learning probabilistic-programming robotics

Last synced: 01 Jan 2025

https://github.com/hkchengrex/xmem

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

computer-vision deep-learning eccv-2022 eccv2022 pytorch segmentation video-object-segmentation video-segmentation

Last synced: 02 Jan 2025

https://github.com/kha-white/manga-ocr

Optical character recognition for Japanese text, with the main focus being Japanese manga

comics computer-vision deep-learning japanese manga ocr transformers

Last synced: 31 Dec 2024

https://github.com/alibaba/easycv

An all-in-one toolkit for computer vision

classification computer-vision object-detection pytorch self-supervised-learning transformers vision-transformer

Last synced: 31 Dec 2024

https://github.com/alibaba/EasyCV

An all-in-one toolkit for computer vision

classification computer-vision object-detection pytorch self-supervised-learning transformers vision-transformer

Last synced: 26 Oct 2024

https://github.com/junshutang/Make-It-3D

[ICCV 2023] Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior

3d-generation 3d-vision computer-vision deep-learning diffusion-models generative-art nerf

Last synced: 14 Nov 2024

https://github.com/probcomp/Gen.jl

A general-purpose probabilistic programming system with programmable inference

bayesian computer-vision deep-learning differentiable-programming gen julia-language machine-learning probabilistic-programming robotics

Last synced: 27 Oct 2024

https://github.com/hkchengrex/XMem

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

computer-vision deep-learning eccv-2022 eccv2022 pytorch segmentation video-object-segmentation video-segmentation

Last synced: 09 Nov 2024

https://github.com/OpenStitching/stitching

A Python package for fast and robust Image Stitching

computer-vision image-stitching opencv-python panorama python

Last synced: 28 Oct 2024

https://github.com/symisc/sod

An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)

c computer-vision convolutional-neural-networks cpu deep-learning detection embedded face-detection facial-landmarks image-analysis image-processing image-recognition iot iot-device library machine-learning-algorithms object-detection real-time vision-framework webassembly

Last synced: 28 Dec 2024

https://github.com/wkentaro/pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

computer-vision convolutional-networks deep-learning fcn fcn8s pytorch semantic-segmentation

Last synced: 25 Sep 2024

https://github.com/dog-qiuqiu/mobilenet-yolo

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:

cnn computer-vision cv darknet deep-learning face-detection landmark landmark-detection mnn mnn-framework mobilenet-yolo mobilenetv2 ncnn ncnn-model object-detection yolo yolov3

Last synced: 29 Dec 2024

https://github.com/longcw/faster_rcnn_pytorch

Faster RCNN with PyTorch

computer-vision detection faster-rcnn pytorch

Last synced: 28 Dec 2024

https://github.com/ScanNet/ScanNet

3d-reconstruction computer-graphics computer-vision deep-learning rgbd

Last synced: 27 Oct 2024

https://github.com/paddlepaddle/research

novel deep learning research works with PaddlePaddle

computer-vision data-mining deep-learning knowledge-graph nlp spatial-temporal

Last synced: 01 Jan 2025

https://github.com/laboshinl/loam_velodyne

Laser Odometry and Mapping (Loam) is a realtime method for state estimation and mapping using a 3D lidar.

3d computer-vision lidar loam loam-velodyne mapping pcl pointcloud ros slam velodyne

Last synced: 28 Dec 2024

https://github.com/PaddlePaddle/Research

novel deep learning research works with PaddlePaddle

computer-vision data-mining deep-learning knowledge-graph nlp spatial-temporal

Last synced: 01 Nov 2024

https://github.com/dog-qiuqiu/MobileNet-Yolo

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:

cnn computer-vision cv darknet deep-learning face-detection landmark landmark-detection mnn mnn-framework mobilenet-yolo mobilenetv2 ncnn ncnn-model object-detection yolo yolov3

Last synced: 26 Oct 2024

https://github.com/xinshuoweng/ab3dmot

(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"

2d-mot-evaluation 3d-mot 3d-multi 3d-multi-object-tracking 3d-tracking computer-vision evaluation evaluation-metrics kitti kitti-3d machine-learning multi-object-tracking real-time robotics tracking

Last synced: 28 Dec 2024

https://github.com/jyjblrd/low-cost-mocap

Low cost motion capture system for room scale tracking

autonomous-robots bundle-adjustment computer-vision epipolar-geometry esp32 motion-capture motion-tracking quadcopter

Last synced: 27 Dec 2024

https://github.com/aiff22/dped

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

computer-vision convolutional-neural-networks deep-learning dped gan generative-adversarial-networks image-enhancement image-processing

Last synced: 29 Dec 2024

https://github.com/aiff22/DPED

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

computer-vision convolutional-neural-networks deep-learning dped gan generative-adversarial-networks image-enhancement image-processing

Last synced: 06 Nov 2024

https://github.com/xinshuoweng/AB3DMOT

(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"

2d-mot-evaluation 3d-mot 3d-multi 3d-multi-object-tracking 3d-tracking computer-vision evaluation evaluation-metrics kitti kitti-3d machine-learning multi-object-tracking real-time robotics tracking

Last synced: 28 Oct 2024

https://github.com/adobe/antialiased-cnns

pip install antialiased-cnns to improve stability and accuracy

antialiasing artificial-intelligence cnns computer-vision convolutional-neural-networks icml icml-2019 shift-equivariant shift-invariant

Last synced: 02 Jan 2025

https://github.com/nvlabs/pwc-net

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

caffe computer-vision cvpr2018 deeplearning optical-flow pwc-net pytorch

Last synced: 28 Dec 2024

https://github.com/victordibia/handtracking

Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow

computer-vision detector hand-detection hand-detector neural-network ssd tensorflow

Last synced: 01 Jan 2025

https://github.com/opendatacam/opendatacam

An open source tool to quantify the world

camera computer-vision darknet dataviz iot jetson jetson-nano jetson-tx2 jetson-xavier smart-city yolo

Last synced: 28 Dec 2024

https://github.com/spla-tam/splatam

SplaTAM: Splat, Track & Map 3D Gaussians for Dense RGB-D SLAM (CVPR 2024)

computer-vision cvpr2024 gaussian-splatting robotics slam

Last synced: 02 Jan 2025

https://github.com/yuliangxiu/icon

[CVPR'22] ICON: Implicit Clothed humans Obtained from Normals

3d-reconstruction animation avatar-generator cloth-simulation computer-graphics computer-vision human-pose-estimation implicit-functions mesh-deformation metaverse normal-maps pifu pifuhd pose-estimation pytorch smpl smpl-body smpl-model smplx virtual-humans

Last synced: 28 Dec 2024

https://github.com/YuliangXiu/ICON

[CVPR'22] ICON: Implicit Clothed humans Obtained from Normals

Last synced: 20 Nov 2024

https://github.com/kakaobrain/fast-autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

augmentation automated-machine-learning automl cnn computer-vision convolutional-neural-networks deep-learning distributed image-classification pytorch

Last synced: 29 Dec 2024

https://github.com/yassouali/pytorch-segmentation

:art: Semantic segmentation models, datasets and losses implemented in PyTorch.

computer-vision deep-learning semantic-segmentation

Last synced: 29 Dec 2024

https://github.com/jyjblrd/Low-Cost-Mocap

Low cost motion capture system for room scale tracking

autonomous-robots bundle-adjustment computer-vision epipolar-geometry esp32 motion-capture motion-tracking quadcopter

Last synced: 03 Nov 2024

https://github.com/aws-samples/aws-machine-learning-university-accelerated-cv

Machine Learning University: Accelerated Computer Vision Class

computer-vision deep-learning gluon gluoncv machine-learning mxnet python

Last synced: 02 Jan 2025

https://github.com/GaParmar/img2img-turbo

One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more

computer-vision deep-learning generative-adversarial-network generative-art stable-diffusion

Last synced: 31 Oct 2024

https://github.com/gaparmar/img2img-turbo

One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more

computer-vision deep-learning generative-adversarial-network generative-art stable-diffusion

Last synced: 02 Jan 2025

https://github.com/anything-of-anything/anything-3d

Segment-Anything + 3D. Let's lift anything to 3D.

3d computer-vision reconstruction segment segment-anything

Last synced: 29 Dec 2024

https://github.com/invictus717/metatransformer

Meta-Transformer for Unified Multimodal Learning

artificial-intelligence computer-vision foundationmodel machine-learning multimedia multimodal transformers

Last synced: 29 Dec 2024

https://github.com/chandrikadeb7/face-mask-detection

Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras

bing-search caffe computer-vision covid-19 deep-learning face-mask face-mask-detection facemask-detection facemaskdetect hacktoberfest keras keras-tensorflow machine-learning mask-detection mask-detection-system mobilenetv2 python python-3 python3 ssd-mobilenet

Last synced: 27 Dec 2024

https://github.com/snavely/bundler_sfm

Bundler Structure from Motion Toolkit

3d-reconstruction 3d-vision bundle-adjustment computer-vision computer-vision-tools structure-from-motion

Last synced: 28 Dec 2024

https://github.com/Anything-of-anything/Anything-3D

Segment-Anything + 3D. Let's lift anything to 3D.

3d computer-vision reconstruction segment segment-anything

Last synced: 28 Oct 2024

https://github.com/lufficc/ssd

High quality, fast, modular reference implementation of SSD in PyTorch

computer-vision deep-learning object-detection pytorch ssd

Last synced: 27 Dec 2024

https://github.com/lucidrains/lambda-networks

Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute

artificial-intelligence attention attention-mechanism computer-vision deep-learning

Last synced: 27 Dec 2024

https://github.com/artivis/manif

A small C++11 header-only library for Lie theory.

2d 3d c-plus-plus computer-vision cpp11 geometry header-only lie-groups lie-theory python3 robotics slam state-estimation

Last synced: 02 Jan 2025

https://github.com/future-scholars/paperlib

An open-source academic paper management tool.

academic academic-paper computer-science computer-vision management math neural-language-processing paper-management references science

Last synced: 02 Jan 2025

https://github.com/Future-Scholars/paperlib

An open-source academic paper management tool.

academic academic-paper computer-science computer-vision management math neural-language-processing paper-management references science

Last synced: 08 Nov 2024

https://github.com/spla-tam/SplaTAM

SplaTAM: Splat, Track & Map 3D Gaussians for Dense RGB-D SLAM (CVPR 2024)

computer-vision cvpr2024 gaussian-splatting robotics slam

Last synced: 28 Oct 2024

https://github.com/lufficc/SSD

High quality, fast, modular reference implementation of SSD in PyTorch

computer-vision deep-learning object-detection pytorch ssd

Last synced: 28 Oct 2024

https://github.com/invictus717/MetaTransformer

Meta-Transformer for Unified Multimodal Learning

artificial-intelligence computer-vision foundationmodel machine-learning multimedia multimodal transformers

Last synced: 06 Nov 2024

https://github.com/chainer/chainercv

ChainerCV: a Library for Deep Learning in Computer Vision

chainer chainercv computer-vision cupy deep-learning neural-network python

Last synced: 26 Sep 2024

https://github.com/muskie82/monogs

[CVPR'24 Highlight & Best Demo Award] Gaussian Splatting SLAM

computer-vision cvpr2024 gaussian-splatting robotics slam

Last synced: 03 Jan 2025

https://github.com/kritiksoman/gimp-ml

AI for GNU Image Manipulation Program

coloring-image computer-vision computervision deblurring deep-learning dehazing enlightenment gimp gimp-plugin gimp-plugins image-manipulation linux machine-learning machine-learning-algorithms macos photo-editing python3 ubuntu

Last synced: 02 Jan 2025

https://github.com/toandaominh1997/efficientdet.pytorch

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

coco computer-vision demo detection efficientdet-d0 efficientnet focalloss multibox nms object-detection pascal-voc pytorch

Last synced: 15 Dec 2024

https://github.com/toandaominh1997/EfficientDet.Pytorch

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

coco computer-vision demo detection efficientdet-d0 efficientnet focalloss multibox nms object-detection pascal-voc pytorch

Last synced: 27 Nov 2024

https://github.com/symforce-org/symforce

Fast symbolic computation, code generation, and nonlinear optimization for robotics

autonomous-vehicles code-generation computer-vision cpp motion-planning optimization python robotics slam structure-from-motion symbolic-computation

Last synced: 12 Nov 2024

https://github.com/una-dinosauria/3d-pose-baseline

A simple baseline for 3d human pose estimation in tensorflow. Presented at ICCV 17.

3d-vision baseline computer-vision iccv-17 iccv-2017 tensorflow

Last synced: 29 Dec 2024

https://github.com/kritiksoman/GIMP-ML

AI for GNU Image Manipulation Program

Last synced: 05 Nov 2024

https://github.com/QIN2DIM/hcaptcha-challenger

🥂 Gracefully face hCaptcha challenge with MoE(ONNX) embedded solution.

clip computer-vision hcaptcha hcaptcha-solver image-segmentation multi-modal multi-modal-learning object-detection onnx onnx-models onnxruntime opencv-python playwright solver yolo yolov5 zero-shot-classification

Last synced: 31 Oct 2024

https://github.com/qin2dim/hcaptcha-challenger

🥂 Gracefully face hCaptcha challenge with MoE(ONNX) embedded solution.

Last synced: 02 Jan 2025

https://github.com/roboflow/inference

A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.

classification computer-vision deployment docker hacktoberfest inference inference-api inference-server instance-segmentation jetson machine-learning object-detection onnx python tensorrt vit yolo11 yolov5 yolov7 yolov8