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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/yanshengjia/ml-road

Machine Learning Resources, Practice and Research

computer-vision deep-learning machine-learning nlp pytorch speech-recognition tensorflow

Last synced: 27 Nov 2024

https://github.com/tencent/tencent-ml-images

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

computer-vision database deep-learning

Last synced: 20 Dec 2024

https://github.com/Tencent/tencent-ml-images

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

computer-vision database deep-learning

Last synced: 05 Nov 2024

https://github.com/locaal-ai/obs-backgroundremoval

An OBS plugin for removing background in portrait images (video), making it easy to replace the background when recording or streaming.

background-segmentation computer-vision image-segmentation libobs mac-osx obs obs-plugin obs-studio obs-studio-plugin obsproject onnx onnx-runtime onnxruntime onnxruntime-gpu plugin video-segmentation

Last synced: 19 Dec 2024

https://github.com/ieee8023/covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

computed-tomography computer-vision covid-19 dataset deep-learning xray

Last synced: 20 Dec 2024

https://github.com/xdspacelab/openvslam

OpenVSLAM: A Versatile Visual SLAM Framework

computer-vision fisheye panorama robotics slam visual-odometry visual-slam vr vslam

Last synced: 01 Nov 2024

https://github.com/cartucho/map

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

average-precision computer-vision darkflow darknet detection ground-truth machine-learning metrics neural-network object-detection pascal-voc yolo

Last synced: 17 Dec 2024

https://github.com/cleardusk/3ddfa_v2

The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.

3d 3d-face 3d-face-alignment 3d-landmarks 3dmm alignment computer-vision eccv eccv-2020 face-alignment onnx pytorch single-image-reconstruction

Last synced: 20 Dec 2024

https://github.com/Cartucho/mAP

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

average-precision computer-vision darkflow darknet detection ground-truth machine-learning metrics neural-network object-detection pascal-voc yolo

Last synced: 09 Nov 2024

https://github.com/louisfb01/best_AI_papers_2021

A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

2021 ai artificial-intelligence artificialintelligence computer-science computer-vision deep-learning innovation machine-learning machinelearning paper papers python research research-paper sota sota-technique state-of-art state-of-the-art technology

Last synced: 05 Nov 2024

https://github.com/louisfb01/best_ai_papers_2021

A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

2021 ai artificial-intelligence artificialintelligence computer-science computer-vision deep-learning innovation machine-learning machinelearning paper papers python research research-paper sota sota-technique state-of-art state-of-the-art technology

Last synced: 20 Dec 2024

https://github.com/cleardusk/3DDFA_V2

The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.

3d 3d-face 3d-face-alignment 3d-landmarks 3dmm alignment computer-vision eccv eccv-2020 face-alignment onnx pytorch single-image-reconstruction

Last synced: 16 Nov 2024

https://github.com/fundamentalvision/BEVFormer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

autonomous-driving computer-vision deep-learning object-detection

Last synced: 28 Oct 2024

https://github.com/eugeneyan/ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

computer-vision deep-learning embeddings machine-learning nlp recommender-system reinforcement-learning survey

Last synced: 30 Nov 2024

https://github.com/huggingface/knockknock

🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

computer-vision cv deep-learning machine-learning natural-language-processing neural-networks nlp nlproc python python36 train

Last synced: 18 Dec 2024

https://github.com/ARM-software/ComputeLibrary

The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies.

aarch64 android arm armv7 armv8 computer-vision cpp linux machine-learning neon neural-network opencl simd sve

Last synced: 26 Oct 2024

https://github.com/tencent/pocketflow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

automl computer-vision deep-learning mobile-app model-compression

Last synced: 20 Dec 2024

https://github.com/Tencent/PocketFlow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

automl computer-vision deep-learning mobile-app model-compression

Last synced: 28 Oct 2024

https://github.com/microsoft/torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

computer-vision datasets deep-learning earth-observation geospatial models pytorch remote-sensing satellite-imagery torchvision transforms

Last synced: 17 Dec 2024

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

A flexible, high-performance 3D simulator for Embodied AI research.

ai computer-vision cplusplus robotics sim2real simulator

Last synced: 18 Dec 2024

https://github.com/junyanz/interactive-deep-colorization

Deep learning software for colorizing black and white images with a few clicks.

automatic-colorization caffe colorization computer-vision deep-learning deep-learning-algorithms interactive

Last synced: 20 Dec 2024

https://github.com/automeris-io/webplotdigitizer

Computer vision assisted tool to extract numerical data from plot images.

charts computer-vision data-mining html javascript reverse-engineering visualization webplotdigitizer

Last synced: 20 Dec 2024

https://github.com/sightmachine/SimpleCV

The Open Source Framework for Machine Vision

computer-vision cv image-processing python vision visionprocessing

Last synced: 27 Oct 2024

https://github.com/dmmaze/ballonstranslator

深度学习辅助漫画翻译工具, 支持一键机翻和简单的图像/文本编辑 | Yet another computer-aided comic/manga translation tool powered by deeplearning

auto-translation chinese-translation comics computer-aided-translation computer-vision deep-learning inpainting manga ocr pyqt pyqt6 pytorch qt qt6 scene-text-detection

Last synced: 18 Dec 2024

https://github.com/dmMaze/BallonsTranslator

深度学习辅助漫画翻译工具, 支持一键机翻和简单的图像/文本编辑 | Yet another computer-aided comic/manga translation tool powered by deeplearning

auto-translation chinese-translation comics computer-aided-translation computer-vision deep-learning inpainting manga ocr pyqt pyqt6 pytorch qt qt6 scene-text-detection

Last synced: 07 Nov 2024

https://github.com/mlnlp-world/top-ai-conferences-paper-with-code

MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code

computer-vision deep-learning machine-learning mlnlp natural-language-processing pytorch tensorflow

Last synced: 20 Dec 2024

https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code

MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code

computer-vision deep-learning machine-learning mlnlp natural-language-processing pytorch tensorflow

Last synced: 06 Nov 2024

https://github.com/Charmve/computer-vision-in-action

A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

books charmve colab-notebook computer-vision computer-vision-algorithms deep-learning deep-learning-tutorial handbook in-action ipynb jupyter-notebook machine-learning neural-network notebook pytorch transformer tutorial

Last synced: 08 Nov 2024

https://github.com/charmve/computer-vision-in-action

A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

books charmve colab-notebook computer-vision computer-vision-algorithms deep-learning deep-learning-tutorial handbook in-action ipynb jupyter-notebook machine-learning neural-network notebook pytorch transformer tutorial

Last synced: 19 Dec 2024

https://github.com/GeorgeSeif/Semantic-Segmentation-Suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

computer-vision dataset deep-learning densenet encoder-decoder epoch iou python refinenet segmentation semantic-segmentation semantic-segmentation-models tensorflow upsampling

Last synced: 31 Oct 2024

https://github.com/georgeseif/semantic-segmentation-suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

computer-vision dataset deep-learning densenet encoder-decoder epoch iou python refinenet segmentation semantic-segmentation semantic-segmentation-models tensorflow upsampling

Last synced: 25 Sep 2024

https://github.com/harleyszhang/cv_note

记录cv算法工程师的成长之路，分享计算机视觉和模型压缩部署技术栈笔记。https://harleyszhang.github.io/cv_note/

computer-vision cpp11 deep-learning interview-questions machine-learning-algorithms python3

Last synced: 19 Dec 2024

https://github.com/kevmo314/magic-copy

Magic Copy is a Chrome extension that uses Meta's Segment Anything Model to extract a foreground object from an image and copy it to the clipboard.

chrome-extension computer-vision image-processing

Last synced: 20 Dec 2024

https://github.com/vietanhdev/anylabeling

Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything (SAM+SAM2), MobileSAM!!

auto-labeling computer-vision labeling labeling-tool mobilesam onnx sam2 segment-anything segment-anything-2 yolo yolov8

Last synced: 17 Dec 2024

https://github.com/cvcuda/cv-cuda

CV-CUDA™ is an open-source, GPU accelerated library for cloud-scale image processing and computer vision.

bytedance cloud computer-vision cpp cuda cv-cuda gpu image-processing machine-learning nvidia python

Last synced: 19 Dec 2024

https://github.com/openvinotoolkit/openvino_notebooks

📚 Jupyter notebook tutorials for OpenVINO™

computer-vision deep-learning inference machine-learning openvino

Last synced: 08 Nov 2024

https://github.com/curiousily/getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

anomaly-detection bert computer-vision coronavirus deep-learning face-detection face-recognition lstm machine-learning nlp object-detection pytorch sentiment-analysis time-series time-series-anomaly-detection time-series-forecasting transfer-learning transformer tutorial yolo

Last synced: 19 Dec 2024

https://github.com/CVCUDA/CV-CUDA

CV-CUDA™ is an open-source, GPU accelerated library for cloud-scale image processing and computer vision.

bytedance cloud computer-vision cpp cuda cv-cuda gpu image-processing machine-learning nvidia python

Last synced: 27 Oct 2024

https://github.com/OAID/TengineKit

TengineKit - Free, Fast, Easy, Real-Time Face Detection & Face Landmarks & Face Attributes & Hand Detection & Hand Landmarks & Body Detection & Body Landmarks & Iris Landmarks & Yolov5 SDK On Mobile.

ai android artificial-intelligence computer-vision deep-neural-networks face-alignment face-api face-attributes face-detection face-landmarks face-tracking facial-landmarks java mobile pytorch tensorflow

Last synced: 09 Nov 2024

https://github.com/oaid/tenginekit

TengineKit - Free, Fast, Easy, Real-Time Face Detection & Face Landmarks & Face Attributes & Hand Detection & Hand Landmarks & Body Detection & Body Landmarks & Iris Landmarks & Yolov5 SDK On Mobile.

ai android artificial-intelligence computer-vision deep-neural-networks face-alignment face-api face-attributes face-detection face-landmarks face-tracking facial-landmarks java mobile pytorch tensorflow

Last synced: 21 Dec 2024

https://github.com/curiousily/Getting-Things-Done-with-Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

anomaly-detection bert computer-vision coronavirus deep-learning face-detection face-recognition lstm machine-learning nlp object-detection pytorch sentiment-analysis time-series time-series-anomaly-detection time-series-forecasting transfer-learning transformer tutorial yolo

Last synced: 06 Nov 2024

https://github.com/xuebinqin/dis

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

background-removal computer-vision deep-learning dichotomous-image-segmentation u-2-net

Last synced: 18 Dec 2024

https://github.com/idea-research/dino

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

computer-vision deep-learning object-detection

Last synced: 19 Dec 2024

https://github.com/dipanjans/practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

classification clustering computer-vision convolutional-neural-networks deep-learning jupyter jupyter-notebook keras machine-learning natural-language-processing nltk notebook pandas prophet python scikit-learn spacy statsmodels tensorflow time-series-analysis

Last synced: 19 Dec 2024

https://github.com/dipanjanS/practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

classification clustering computer-vision convolutional-neural-networks deep-learning jupyter jupyter-notebook keras machine-learning natural-language-processing nltk notebook pandas prophet python scikit-learn spacy statsmodels tensorflow time-series-analysis

Last synced: 29 Oct 2024

https://github.com/hzwer/iccv2019-learningtopaint

ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning

computer-vision deep-learning painting pytorch reinforcement-learning

Last synced: 21 Dec 2024

https://github.com/taesungp/contrastive-unpaired-translation

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

computer-graphics computer-vision computervision cyclegan deeplearning gans generative-adversarial-network image-generation image-manipulation pytorch

Last synced: 21 Dec 2024

https://github.com/IDEA-Research/DINO

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

computer-vision deep-learning object-detection

Last synced: 09 Nov 2024

https://github.com/xuebinqin/DIS

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

background-removal computer-vision deep-learning dichotomous-image-segmentation u-2-net

Last synced: 07 Nov 2024

https://github.com/hzwer/ICCV2019-LearningToPaint

ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning

computer-vision deep-learning painting pytorch reinforcement-learning

Last synced: 23 Nov 2024

https://github.com/enpeizhao/cvprojects

computer vision projects | 计算机视觉相关好玩的AI项目（Python、C++、embedded system）

computer-vision cpp cuda deep-learning embedded-systems machine-learning python tensorrt

Last synced: 20 Dec 2024

https://github.com/google-research-datasets/objectron

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

3d 3d-reconstruction 3d-vision ai augmented-reality computer-vision dataset deep-learning machine-learning neural-network python pytorch tensorflow

Last synced: 21 Dec 2024

https://github.com/andrewssobral/bgslibrary

A C++ Background Subtraction Library with wrappers for Python, MATLAB, Java and GUI on QT

background-subtraction bgs computer-vision foreground-detection moving-object-detection opencv pybgs

Last synced: 17 Dec 2024

https://github.com/google-research-datasets/Objectron

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

3d 3d-reconstruction 3d-vision ai augmented-reality computer-vision dataset deep-learning machine-learning neural-network python pytorch tensorflow

Last synced: 27 Oct 2024

https://github.com/hypox64/deepmosaics

Automatically remove the mosaics in images and videos, or add mosaics to them.

computer-vision deep-learning mosaic pytorch video-inpainting

Last synced: 19 Dec 2024

https://github.com/enpeizhao/CVprojects

computer vision projects | 计算机视觉相关好玩的AI项目（Python、C++、embedded system）

computer-vision cpp cuda deep-learning embedded-systems machine-learning python tensorrt

Last synced: 27 Oct 2024

https://github.com/HypoX64/DeepMosaics

Automatically remove the mosaics in images and videos, or add mosaics to them.

computer-vision deep-learning mosaic pytorch video-inpainting

Last synced: 06 Nov 2024

https://github.com/ajbrock/Neural-Photo-Editor

A simple interface for editing natural photos with generative neural networks.

computer-vision convolutional-neural-networks deep-learning gans interfaces machine-learning

Last synced: 26 Oct 2024

https://github.com/ajbrock/neural-photo-editor

A simple interface for editing natural photos with generative neural networks.

computer-vision convolutional-neural-networks deep-learning gans interfaces machine-learning

Last synced: 22 Dec 2024

https://github.com/azavea/raster-vision

An open source library and framework for deep learning on satellite and aerial imagery.

classification computer-vision deep-learning geospatial machine-learning object-detection pytorch remote-sensing semantic-segmentation

Last synced: 17 Dec 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: 19 Dec 2024

https://github.com/bgshih/crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

computer-vision machine-learning ocr sequence-recognition torch7

Last synced: 21 Dec 2024

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: 17 Dec 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 495 awesome-image-classification 220 awesome-human-pose-estimation 89 Awesome-Crowd-Counting 454 awesome-autonomous-vehicles 296 Awesome-Federated-Learning 558 Awesome-pytorch-list-CNVersion 692 awesome-industrial-anomaly-detection 680 Awesome-FL 2,308 awesome-low-light-image-enhancement 197 iOS_ML 39 Awesome-Interaction-aware-Trajectory-Prediction 564 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 118 awesome-ai-awesomeness 236 openstl 43 awesome-autonomous-vehicle 181 Awesome-Open-Vocabulary 159 awesome-open-data-centric-ai 56 Awesome-Skeleton-based-Action-Recognition 104 awesome-6d-object 600 awesome-scene-understanding 197 awesome-multi-task-learning 229 awesome-holistic-3d 129 awesome-robotics-3d 106 awesome-data-annotation 93 awesome-panoptic-segmentation 45 awesome-llm-and-aigc 1,194 awesome-photogrammetry 68 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 97 Awesome-Multi-Task-Learning 80 Computer-Vision-Video-Lectures 67 awesome-ai-data-guided-projects 56
Computer vision Categories
Papers 3,662 **Literature and Codes** 1,784 Blogs 1,753 NLP 1,612 fl in top-tier journal 1,424 Conference Papers 1,057 fl in top ml conference and journal 847 Uncategorized 804 Image Classification / Backbone 732 Summary 613 Segmentation 490 Detection 449 Video (High-level) 437 Computer Vision 403 🗃️Recent Research 385 Applications and Datasets 341 :bookmark_tabs: Research Papers 333 fl on graph data and graph neural networks 330 Survey 300 fl in top ai conference and journal 289