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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/amusi/AI-Job-Notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

algorithms artificial-intelligence computer-vision deep-learning image-processing jobs machine-learning natural-language-processing opencv resume slam

Last synced: 02 Aug 2024

https://github.com/SkalskiP/courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

computer-vision deep-learning deep-neural-networks generative-model machine-learning mlops multimodal natural-language-processing nlp stable-diffusion transformers tutorial

Last synced: 31 Jul 2024

https://github.com/AaronJackson/vrn

:man: Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"

3d computer-vision computervision deeplearning face reconstruction torch7

Last synced: 02 Aug 2024

https://github.com/Nyandwi/machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

computer-vision data-analysis data-science data-visualization datascience deep-learning keras machine-learning matplotlib neural-networks nlp numpy open-source pandas python scikit-learn seaborn tensorflow

Last synced: 01 Aug 2024

https://github.com/accord-net/framework

Machine learning, computer vision, statistics and general scientific computing for .NET

c-sharp computer-vision ffmpeg framework image-processing machine-learning neural-network nuget statistics support-vector-machines unity3d visual-studio

Last synced: 31 Jul 2024

https://github.com/STVIR/pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

computer-vision siamese-network tracking

Last synced: 31 Jul 2024

https://github.com/esimov/pigo

Fast face detection, pupil/eyes localization and facial landmark points detection library in pure Go.

computer-vision eye-detection face-detection facial-landmarks golang machine-learning opencv pixel-intensity-comparison pupil-detection wasm webassembly

Last synced: 30 Jul 2024

https://github.com/hzwer/ECCV2022-RIFE

ECCV2022 - Real-Time Intermediate Flow Estimation for Video Frame Interpolation

aigc computer-vision deep-learning slomo-filter video-interpolation

Last synced: 01 Aug 2024

https://github.com/NVlabs/neuralangelo

Official implementation of "Neuralangelo: High-Fidelity Neural Surface Reconstruction" (CVPR 2023)

3d-reconstruction computer-graphics computer-vision neural-rendering neural-representation

Last synced: 31 Jul 2024

https://github.com/dsgiitr/d2l-pytorch

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

book computer-vision d2l data-science deep-learning dive-into-deep-learning mxnet nlp pytorch pytorch-implmention

Last synced: 31 Jul 2024

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

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

computer-vision contrastive-learning representation-learning self-supervised-learning simclr simclrv2 unsupervised-learning

Last synced: 31 Jul 2024

https://github.com/nianticlabs/monodepth2

[ICCV 2019] Monocular depth estimation from a single image

computer-vision deep-learning depth-estimation monodepth neural-network pytorch self-supervision

Last synced: 03 Aug 2024

https://github.com/junyanz/iGAN

Interactive Image Generation via Generative Adversarial Networks

computer-graphics computer-vision dcgan deep-learning gan generative-adversarial-network image-manipulation pix2pix

Last synced: 31 Jul 2024

https://github.com/arXivTimes/arXivTimes

repository to research & share the machine learning articles

arxivtimes computer-vision machine-learning natural-language-processing reinforcement-learning

Last synced: 01 Aug 2024

https://github.com/mlfoundations/open_flamingo

An open-source framework for training large multimodal models.

computer-vision deep-learning flamingo in-context-learning language-model multimodal-learning pytorch

Last synced: 01 Aug 2024

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

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

3d 3d-face 3dmm computer-vision deep-learning face-alignment python pytorch

Last synced: 01 Aug 2024

https://github.com/foolwood/SiamMask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

computer-vision cvpr2019 deep-learning object-tracking pytorch read-time video-object-segmentation visual-tracking

Last synced: 31 Jul 2024

https://github.com/cs230-stanford/cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

computer-vision natural-language-processing pytorch tensorflow

Last synced: 31 Jul 2024

https://github.com/PINTO0309/PINTO_model_zoo

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

caffe computer-vision coreml edgetpu keras mediapipe model model-zoo models onnx openvino pretrained-models pytorch tensorflow tensorflow-lite tensorflowjs tf-trt tfjs tflite tflite-models

Last synced: 30 Jul 2024

https://github.com/richzhang/colorization

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

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

Last synced: 01 Aug 2024

https://github.com/eto-ai/lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

apache-arrow computer-vision data-analysis data-analytics data-centric data-format data-science dataops deep-learning duckdb embeddings llms machine-learning mlops python rust

Last synced: 02 Aug 2024

https://github.com/lancedb/lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

apache-arrow computer-vision data-analysis data-analytics data-centric data-format data-science dataops deep-learning duckdb embeddings llms machine-learning mlops python rust

Last synced: 31 Jul 2024

https://github.com/tianzhi0549/FCOS

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

anchor-free computer-vision fcos iccv2019 object-detection one-stage pytorch

Last synced: 30 Jul 2024

https://github.com/louisfb01/best_AI_papers_2022

A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.

2022 ai artificial-intelligence computer-science computer-vision deep-learning innovation machine-learning machinelearning neural-network paper papers python sota state-of-art state-of-the-art technology

Last synced: 30 Jul 2024

https://github.com/visionml/pytracking

Visual tracking library based on PyTorch.

computer-vision machine-learning tracking visual-tracking

Last synced: 31 Jul 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: 01 Aug 2024

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

Scenic: A Jax Library for Computer Vision Research and Beyond

attention computer-vision deep-learning jax research transformers vision-transformer

Last synced: 01 Aug 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: 31 Jul 2024

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: 07 Aug 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 Aug 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: 01 Aug 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: 02 Aug 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: 31 Jul 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: 03 Aug 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 Jul 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: 31 Jul 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: 30 Jul 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: 30 Jul 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: 01 Aug 2024

https://github.com/occ-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: 31 Jul 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: 01 Aug 2024

https://github.com/sightmachine/SimpleCV

The Open Source Framework for Machine Vision

computer-vision cv image-processing python vision visionprocessing

Last synced: 31 Jul 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: 01 Aug 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 Jul 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: 01 Aug 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: 31 Jul 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: 02 Aug 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: 02 Aug 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 BERT.

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: 01 Aug 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: 06 Aug 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: 01 Aug 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: 31 Jul 2024

https://github.com/openvinotoolkit/openvino_notebooks

📚 Jupyter notebook tutorials for OpenVINO™

computer-vision deep-learning inference machine-learning openvino

Last synced: 01 Aug 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: 31 Jul 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: 31 Jul 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: 02 Aug 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: 31 Jul 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: 30 Jul 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: 02 Aug 2024

https://github.com/vietanhdev/anylabeling

Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything, MobileSAM!!

auto-labeling computer-vision labeling labeling-tool mobilesam onnx segment-anything yolov5 yolov8

Last synced: 31 Jul 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: 01 Aug 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 477 awesome-image-classification 220 awesome-human-pose-estimation 89 Awesome-Crowd-Counting 450 awesome-autonomous-vehicles 296 Awesome-Federated-Learning 558 Awesome-pytorch-list-CNVersion 692 iOS_ML 39 Awesome-Interaction-aware-Trajectory-Prediction 560 Awesome-FL 1,916 awesome-low-light-image-enhancement 195 CV-pretrained-model 103 awesome-tensorflow-lite 110 Awesome-Implicit-NeRF-Robotics 176 awesome-capsule-networks 67 awesome-grounding 154 awesome-attention-mechanism-in-cv 195 awesome-industrial-anomaly-detection 620 Awesome-Image-Colorization 113 awesome-ai-awesomeness 236 awesome-autonomous-vehicle 181 Awesome-Open-Vocabulary 156 awesome-open-data-centric-ai 56 Awesome-Skeleton-based-Action-Recognition 104 awesome-6d-object 600 awesome-scene-understanding 195 awesome-multi-task-learning 225 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-Multi-Task-Learning 80 Computer-Vision-Video-Lectures 67 awesome-segment-anything-extensions 120 Awesome-Monocular-3D-detection 93 awesome-robotics-datasets 79 awesome-nerf-editing 370 awesome_computer_science 115
Computer vision Categories
Papers 3,545 **Literature and Codes** 1,790 Conference Papers 1,061 fl in top-tier journal 1,050 Blogs 915 Uncategorized 798 fl in top ml conference and journal 754 Image Classification / Backbone 732 Segmentation 490 Detection 449 Video (High-level) 437 Computer Vision 403 🗃️Recent Research 354 Applications and Datasets 344 fl on graph data and graph neural networks 331 fl on tabular data 285 Datasets 279 Survey 278 Deep Learning 273 :bookmark_tabs: Research Papers 268