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computer-vision x

1,076 search results found

D2l En ⭐ 21,912

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Pytorch Cyclegan And Pix2pix ⭐ 21,090

Image-to-Image Translation in PyTorch

Learnopencv ⭐ 19,864

Learn OpenCV : C++ and Python Examples

Vit Pytorch ⭐ 16,298

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Vision ⭐ 15,059

Datasets, Transforms and Models specific to Computer Vision

Awesome Pytorch List ⭐ 14,715

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Dive Into Dl Pytorch ⭐ 13,747

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Cvat ⭐ 13,708

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

Deeplearningexamples ⭐ 12,073

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Ludwig ⭐ 11,300

Low-code framework for building custom LLMs, neural networks, and other AI models

Kornia ⭐ 10,327

🐍 Geometric Computer Vision Library for Spatial AI

Supervision ⭐ 9,320

We write your reusable computer vision tools. 💜

Autogluon ⭐ 8,807

Fast and Accurate ML in 3 Lines of Code

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

Pytorch Grad Cam ⭐ 8,723

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Deeplake ⭐ 8,436

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

Nerfstudio ⭐ 7,811

A collaboration friendly studio for NeRFs

Open_clip ⭐ 7,355

An open source implementation of CLIP.

Mmagic ⭐ 7,156

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

Pix2pixhd ⭐ 6,179

Synthesizing and manipulating 2048x1024 images with conditional GANs

Pytorch Metric Learning ⭐ 6,066

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

Imagededup ⭐ 4,789

😎 Finding duplicate images made easy!

Ssd.pytorch ⭐ 4,507

A PyTorch Implementation of Single Shot MultiBox Detector

Super Gradients ⭐ 4,125

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

Deep Person Reid ⭐ 4,029

Torchreid: Deep learning person re-identification in PyTorch.

D2l Pytorch ⭐ 3,933

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

Monodepth2 ⭐ 3,762

[ICCV 2019] Monocular depth estimation from a single image

Notebooks ⭐ 3,677

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.

Fast Reid ⭐ 3,614

SOTA Re-identification Methods and Toolbox

Siammask ⭐ 3,417

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

God Level Data Science Ml Full Stack ⭐ 3,384

A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

3ddfa ⭐ 3,243

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

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

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Pinto_model_zoo ⭐ 3,121

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.

Open_flamingo ⭐ 3,115

An open-source framework for training large multimodal models.

Face.evolve ⭐ 3,074

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

[CVPR2020] Adversarial Latent Autoencoders

Photo2cartoon ⭐ 2,819

人像卡通化探索项目 (photo-to-cartoon translation project)

Chinese Clip ⭐ 2,816

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

Ml Road ⭐ 2,742

Machine Learning Resources, Practice and Research

3d Resnets Pytorch ⭐ 2,677

3D ResNets for Action Recognition (CVPR 2018)

Lightly ⭐ 2,665

A python library for self-supervised learning on images.

Minkowskiengine ⭐ 2,659

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

Top Ai Conferences Paper With Code ⭐ 2,608

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

3ddfa_v2 ⭐ 2,554

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

Interactive Deep Colorization ⭐ 2,520

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

Ml Course ⭐ 2,447

Open Machine Learning course

Mmdeploy ⭐ 2,371

OpenMMLab Model Deployment Framework

Awesome Image Classification ⭐ 2,138

A curated list of deep learning image classification papers and codes

Iccv2019 Learningtopaint ⭐ 2,125

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

A Pytorch Tutorial To Image Captioning ⭐ 2,084

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

Torchgeo ⭐ 2,067

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

Tenginekit ⭐ 1,993

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.

Computer Vision In Action ⭐ 1,979

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-actio 👇项目主页

Objectron ⭐ 1,958

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 cat

Raster Vision ⭐ 1,956

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

Contrastive Unpaired Translation ⭐ 1,955

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

Knowledge Distillation Pytorch ⭐ 1,932

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

Anime2sketch ⭐ 1,800

A sketch extractor for anime/illustration.

Ballonstranslator ⭐ 1,730

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

Talking Head Anime Demo ⭐ 1,678

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

Custom Diffusion ⭐ 1,669

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

Deblurgan ⭐ 1,657

Image Deblurring using Generative Adversarial Networks

Pytorch Fcn ⭐ 1,628

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

Easycv ⭐ 1,614

An all-in-one toolkit for computer vision

Faster_rcnn_pytorch ⭐ 1,571

Faster RCNN with PyTorch

Ml Cvnets ⭐ 1,543

CVNets: A library for training computer vision networks

Theseus ⭐ 1,526

A library for differentiable nonlinear optimization

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

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

Dlcv_for_beginners ⭐ 1,464

《深度学习与计算机视觉》配套代码

Awesome Pytorch List Cnversion ⭐ 1,426

Awesome-pytorch-list 翻译工作进行中......

Efficientdet.pytorch ⭐ 1,408

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

Fast Autoaugment ⭐ 1,358

Official Implementation of 'Fast AutoAugment' in PyTorch.

Torchssl ⭐ 1,317

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

Autodistill ⭐ 1,286

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

Torchgan ⭐ 1,218

Research Framework for easy and efficient training of GANs based on Pytorch

Hypergan ⭐ 1,190

Composable GAN framework with api and user interface

Image To Latex ⭐ 1,177

Convert images of LaTex math equations into LaTex code.

Training_extensions ⭐ 1,162

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

Redner ⭐ 1,138

Differentiable rendering without approximation.

Semi Supervised Learning ⭐ 1,069

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

Simplerecon ⭐ 1,057

[ECCV 2022] SimpleRecon: 3D Reconstruction Without 3D Convolutions

Simplecvreproduction ⭐ 1,021

Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.

Mprnet ⭐ 1,018

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

Cv Pretrained Model ⭐ 991

A collection of computer vision pre-trained models.

Pytorch_image_classification ⭐ 979

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MN

Deep_gcns_torch ⭐ 940

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

Mmengine ⭐ 926

OpenMMLab Foundational Library for Training Deep Learning Models

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

Gangealing ⭐ 914

Official PyTorch Implementation of GAN-Supervised Dense Visual Alignment (CVPR 2022 Oral, Best Paper Finalist)

Image Test Time Augmentation with PyTorch!

Getting Things Done With Pytorch ⭐ 873

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.

Quickdraw ⭐ 851

Implementation of Quickdraw - an online game developed by Google

A new one shot face swap approach for image and video domains

Pytorch Center Loss ⭐ 842

Pytorch implementation of Center Loss

Pixellib ⭐ 828

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

Icevision ⭐ 823

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

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