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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/hybridgroup/gocv

Go package for computer vision using OpenCV 4 and beyond. Includes support for DNN, CUDA, OpenCV Contrib, and OpenVINO.

computer-vision computervision cuda dnn face-tracking gocv golang image-processing mjpeg mjpeg-stream object-classification object-tracking onnx opencv openvino tensorflow video video-capture yolo

Last synced: 28 Oct 2024

https://github.com/PeterL1n/BackgroundMattingV2

Real-Time High-Resolution Background Matting

computer-vision machine-learning matting real-time

Last synced: 31 Oct 2024

https://github.com/dragen1860/tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

artificial-intelligence computer-vision deep-learning machine-learning neural-network nlp tensorflow tensorflow-2 tensorflow-examples tensorflow-tutorials

Last synced: 09 Oct 2024

https://github.com/dragen1860/TensorFlow-2.x-Tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

artificial-intelligence computer-vision deep-learning machine-learning neural-network nlp tensorflow tensorflow-2 tensorflow-examples tensorflow-tutorials

Last synced: 27 Oct 2024

https://github.com/liuruoze/EasyPR

(CGCSTCD'2017) An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations. CGCSTCD = China Graduate Contest on Smart-city Technology and Creative Design

artificial-intelligence artificial-neural-networks chinese-characters computer-vision datasets machine-learning opencv opencv3 plate-recognition supervised-learning support-vector-machines unconstrained-situation

Last synced: 26 Oct 2024

https://github.com/liuruoze/easypr

(CGCSTCD'2017) An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations. CGCSTCD = China Graduate Contest on Smart-city Technology and Creative Design

artificial-intelligence artificial-neural-networks chinese-characters computer-vision datasets machine-learning opencv opencv3 plate-recognition supervised-learning support-vector-machines unconstrained-situation

Last synced: 14 Oct 2024

https://github.com/hironsan/bosssensor

Hide screen when boss is approaching.

cnn computer-vision deep-learning machine-learning opencv

Last synced: 15 Oct 2024

https://github.com/Hironsan/BossSensor

Hide screen when boss is approaching.

cnn computer-vision deep-learning machine-learning opencv

Last synced: 01 Nov 2024

https://github.com/rerun-io/rerun

Visualize streams of multimodal data. Fast, easy to use, and simple to integrate. Built in Rust using egui.

computer-vision cpp multimodal python robotics rust visualization

Last synced: 28 Oct 2024

https://github.com/KevinMusgrave/pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

computer-vision contrastive-learning deep-learning deep-metric-learning embeddings image-retrieval machine-learning metric-learning pytorch self-supervised-learning

Last synced: 06 Nov 2024

https://github.com/kevinmusgrave/pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

computer-vision contrastive-learning deep-learning deep-metric-learning embeddings image-retrieval machine-learning metric-learning pytorch self-supervised-learning

Last synced: 28 Oct 2024

https://github.com/clovaai/donut

Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022

computer-vision document-ai eccv-2022 multimodal-pre-trained-model nlp ocr

Last synced: 29 Oct 2024

https://github.com/openMVG/openMVG

open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.

3d-reconstruction computer-vision drone geometry multiple-view-geometry openmvg photogrammetry sfm structure-from-motion

Last synced: 27 Oct 2024

https://github.com/openmvg/openmvg

open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.

3d-reconstruction computer-vision drone geometry multiple-view-geometry openmvg photogrammetry sfm structure-from-motion

Last synced: 15 Oct 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: 30 Oct 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: 15 Oct 2024

https://github.com/roboflow/notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

amazon-sagemaker-lab automatic-labeling-system computer-vision deep-learning deep-neural-networks google-colab image-classification image-segmentation machine-learning object-detection open-vocabulary-detection open-vocabulary-segmentation pytorch tutorial yolov5 yolov6 yolov7 yolov8 zero-shot-classification zero-shot-detection

Last synced: 15 Oct 2024

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: 13 Nov 2024

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: 14 Oct 2024

https://github.com/mediar-ai/screenpipe

24/7 local AI screen & mic recording. Build AI apps that have the full context. Works with Ollama. Alternative to Rewind.ai. Open. Secure. You own your data. Rust.

ai computer-vision llm machine-learning ml multimodal vision

Last synced: 15 Oct 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: 05 Nov 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: 10 Oct 2024

https://github.com/astorfi/TensorFlow-World

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

computer-vision deep-learning machine-learning neural-network python tensorflow

Last synced: 28 Oct 2024

https://github.com/astorfi/tensorflow-world

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

computer-vision deep-learning machine-learning neural-network python tensorflow

Last synced: 21 Oct 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: 13 Nov 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: 15 Oct 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: 29 Sep 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: 04 Nov 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: 28 Oct 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: 15 Oct 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: 15 Oct 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: 30 Oct 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: 15 Oct 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: 15 Oct 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: 14 Oct 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: 15 Oct 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: 25 Sep 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: 27 Oct 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: 15 Oct 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: 14 Oct 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: 06 Nov 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: 15 Oct 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: 29 Oct 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: 15 Oct 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: 14 Oct 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 Nov 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: 28 Oct 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: 15 Oct 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: 09 Oct 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: 25 Oct 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: 14 Oct 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: 11 Nov 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: 26 Oct 2024

https://github.com/visionml/pytracking

Visual tracking library based on PyTorch.

computer-vision machine-learning tracking visual-tracking

Last synced: 15 Oct 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: 14 Oct 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: 26 Oct 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/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: 15 Oct 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: 15 Oct 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