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PyTorch

PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, primarily developed by Facebook’s AI Research lab.

https://github.com/yerfor/syntaspeech

SyntaSpeech: Syntax-aware Generative Adversarial Text-to-Speech; IJCAI 2022; Official code

gan pytorch speech-synthesis tts

Last synced: 06 Nov 2024

https://github.com/shi-labs/fcf-inpainting

[WACV 2023] Keys to Better Image Inpainting: Structure and Texture Go Hand in Hand

fast-fourier-convolution fcfgan image-inpainting pytorch stylegan2

Last synced: 15 Nov 2024

https://github.com/dansuh17/alexnet-pytorch

Pytorch Implementation of AlexNet

alexnet dataset paper pytorch

Last synced: 14 Nov 2024

https://github.com/VSainteuf/pytorch-psetae

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

agriculture computer-vision cvpr cvpr2020 deep-learning earth-observation machine-learning pytorch remote-sensing satellite-image self-attention spatio-temporal time-series-classification transformer-architecture

Last synced: 15 Nov 2024

https://github.com/d-li14/psconv

[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

convolution eccv2020 feature-pyramids instance-segmentation mmdetection multi-scale object-detection pytorch

Last synced: 07 Nov 2024

https://github.com/acecoooool/dss-pytorch

:star: PyTorch implement of Deeply Supervised Salient Object Detection with Short Connection

python pytorch salient-object-detection

Last synced: 09 Nov 2024

https://github.com/pqhieu/jsis3d

[CVPR'19] JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds

cvpr deep-learning instance-segmentation point-cloud pytorch

Last synced: 28 Oct 2024

https://github.com/csyanbin/TPN-pytorch

Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.

few-shot-learning label-propagation meta-learning pytorch transductive-few-shot-learning

Last synced: 26 Oct 2024

https://github.com/eriklindernoren/Action-Recognition

Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.

action-recognition pytorch video-classification

Last synced: 06 Nov 2024

https://github.com/xiaoyu258/GeoProj

Blind Geometric Distortion Correction on Images Through Deep Learning

deep-learning distortion-correction pytorch

Last synced: 25 Oct 2024

https://github.com/d-li14/PSConv

[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

convolution eccv2020 feature-pyramids instance-segmentation mmdetection multi-scale object-detection pytorch

Last synced: 14 Nov 2024

https://github.com/czczup/urst

[AAAI 2022] Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization

neural-style-transfer pytorch

Last synced: 15 Nov 2024

https://github.com/j3soon/tbparse

Load tensorboard event logs as pandas DataFrames for scientific plotting; Supports both PyTorch and TensorFlow

machine-learning parser plot python pytorch reader tensorboard tensorboardx tensorflow

Last synced: 15 Nov 2024

https://github.com/rayhane-mamah/efficient-vdvae

Official Pytorch and JAX implementation of "Efficient-VDVAE: Less is more"

image-generation jax paper python pytorch representation-learning unsupervised-learning vae

Last synced: 06 Nov 2024

https://github.com/dengbocong/text-similarity

文本相似度（匹配）计算，提供Baseline、训练、推理、指标分析...代码包含TensorFlow/Pytorch双版本

bert deep-learning mechine-learing model nlp pytorch similarity text-classification transformer

Last synced: 15 Nov 2024

https://github.com/jzlianglu/pykaldi2

Yet another speech toolkit based on Kaldi and PyTorch

horovod kaldi pykaldi pytorch speech-toolkit

Last synced: 17 Aug 2024

https://github.com/phamquiluan/PubLayNet

ICDAR 2019: MaskRCNN on PubLayNet datasets. Paragraph detection, table detection, figure detection,...

document-layout-analysis figure-detection mask-rcnn object-detection paragraph-detection pretrained-models publaynet pytorch table-detection

Last synced: 08 Aug 2024

https://github.com/kangyeolk/Paint-by-Sketch

Stable Diffusion-based image manipulation method with a sketch and reference image

computer-vision diffusion-models image-editing image-generation image-manipulation pytorch stable-diffusion

Last synced: 31 Oct 2024

https://github.com/kennardwang/vtuber-momosehiyori

😀 Live2D VTuber, made by Unity and Cubism. This project is based on TCP socket, OpenCV and deep learning

csharp cubism deep-learning dlib live2d opencv pycharm python3 pytorch tcp-socket unity vtuber

Last synced: 09 Oct 2024

https://github.com/Js-Mim/mss_pytorch

Singing Voice Separation via Recurrent Inference and Skip-Filtering Connections - PyTorch Implementation. Demo:

deep-learning mss-pytorch music-source-separation pytorch recurrent-neural-networks skip-filtering-connections

Last synced: 14 Nov 2024

https://github.com/matajoh/fourier_feature_nets

Supplemental learning materials for "Fourier Feature Networks and Neural Volume Rendering"

computer-graphics computer-vision deep-learning pytorch

Last synced: 15 Nov 2024

https://github.com/guanyingc/sdps-net

Learning Based Uncalibrated Photometric Stereo for Non-Lambertian Surface (CVPR 2019 Oral)

deep-learning non-lambertian photometric-stereo pytorch uncalibrated

Last synced: 15 Nov 2024

https://github.com/Pilhyeon/BaSNet-pytorch

Official Pytorch Implementation of 'Background Suppression Network for Weakly-supervised Temporal Action Localization' (AAAI-20 Spotlight)

background-modeling deep-learning pytorch temporal-action-localization weakly-supervised-learning

Last synced: 13 Nov 2024

https://github.com/ai-trainee/traffic-sign-recognition-pyqt5-yolov5-gui

This YOLOv5🚀😊 GUI road sign system uses MySQL💽, PyQt5🎨, PyTorch, CSS🌈. It has modules for login🔑, YOLOv5 setup📋, sign recognition🔍, database💾, and image processing🖼️. It supports diverse inputs, model switching, and enhancements like mosaic and mixup📈.

css mysql-database pyqt5 pytorch tensorrt-engine yolov5 yolov5-gui

Last synced: 12 Oct 2024

https://github.com/ericlbuehler/xlora

X-LoRA: Mixture of LoRA Experts

llm lora python pytorch

Last synced: 13 Nov 2024

https://github.com/ahirner/pytorch-retraining

Transfer Learning Shootout for PyTorch's model zoo (torchvision)

benchmark pytorch transfer-learning

Last synced: 15 Nov 2024

https://github.com/plantnet/PlantNet-300K

[NeurIPS2021] A plant image dataset with high label ambiguity and a long-tailed distribution

dataset deep-learning plants pytorch

Last synced: 15 Nov 2024

https://github.com/adobe-research/sam_inversion

[CVPR 2022] GAN inversion and editing with spatially-adaptive multiple latent layers

computer-graphics computer-vision deep-learning gan generative-adversarial-network image-manipulation machine-learning pytorch

Last synced: 14 Nov 2024

https://github.com/mithril-security/bastionlab

A simple framework for privacy-friendly data science collaboration

deep-learning eda multi-party privacy pytorch secure-enclave

Last synced: 09 Nov 2024

https://github.com/chrischoy/makepytorchplusplus

How and why you want to make your pytorch CUDA/CPP extension with a Makefile

cpp-extension pytorch pytorch-cpp tutorial

Last synced: 07 Nov 2024

https://github.com/liuzuxin/osrl

🤖 Elegant implementations of offline safe RL algorithms in PyTorch

bc-safe cdt cpq library offline-rl offline-safe-rl pytorch reinforcement-learning robotics safe-rl

Last synced: 12 Nov 2024

https://github.com/spytensor/detect_steel_bar

CCFDF AI 数钢筋大赛

detection gangjin pytorch retinanet

Last synced: 06 Nov 2024

https://github.com/daniil-osokin/gccpm-look-into-person-cvpr19.pytorch

Fast and accurate single-person pose estimation, ranked 10th at CVPR'19 LIP challenge. Contains implementation of "Global Context for Convolutional Pose Machines" paper.

convolutional-pose-machines cvpr2019 deep-learning human-pose human-pose-estimation lightweight look-into-person openvino pose-estimation pytorch real-time single-person

Last synced: 31 Oct 2024

https://github.com/lukas-blecher/AutoMask

Automatic Rotoscoping/Masking tool powered with Machine Learning for Blender (WIP)

blender blender-addon blender-python deep-learning machine-learning mask-segment masking motion-tracking pytorch rotoscoping

Last synced: 16 Nov 2024

https://github.com/cure-lab/deciwatch

[ECCV 2022] Official implementation of the paper "DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation"

2d-human-pose 3d-body-recovery 3d-pose-estimation body-reconstruction deep-learning eccv eccv2022 efficiency efficient-inference efficient-neural-networks human-pose-estimation pose-estimation pytorch

Last synced: 14 Nov 2024

https://github.com/IlyaGusev/summarus

Models for automatic abstractive summarization

deep-learning machine-learning nlp pytorch summarization

Last synced: 04 Nov 2024

https://github.com/nadeemlab/DeepLIIF

Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]

ai-ready cell-biology cell-segmentation cloud-native-applications datasets deep-learning digital-pathology image-segmentation immunohistochemical-images immunohistochemistry multiplex multitask-learning pathology pathology-gan pathology-image pytorch segmentation stitching super-resolution whole-slide-imaging

Last synced: 13 Nov 2024

https://github.com/pxiangwu/MotionNet

CVPR 2020, "MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps"

autonomous-driving cvpr2020 motion-prediction perception pytorch

Last synced: 28 Oct 2024

https://github.com/lukas-blecher/automask

Automatic Rotoscoping/Masking tool powered with Machine Learning for Blender (WIP)

blender blender-addon blender-python deep-learning machine-learning mask-segment masking motion-tracking pytorch rotoscoping

Last synced: 01 Nov 2024

https://github.com/ymcui/lert

LERT: A Linguistically-motivated Pre-trained Language Model（语言学信息增强的预训练模型LERT）

bert lert nlp plm pre-train pytorch tensorflow transformer

Last synced: 28 Oct 2024

https://github.com/idsia/modern-srwm

Official repository for the paper "A Modern Self-Referential Weight Matrix That Learns to Modify Itself" (ICML 2022 & NeurIPS 2021 Deep RL Workshop) and "Accelerating Neural Self-Improvement via Bootstrapping" (ICLR 2023 Workshop)

fast-weight-programmers fast-weights pytorch reinforcement-learning rnn-based-few-shot-learning self-referential-learning self-referential-weight-matrix torchbeast transformers

Last synced: 11 Nov 2024

https://github.com/IDSIA/modern-srwm

Official repository for the paper "A Modern Self-Referential Weight Matrix That Learns to Modify Itself" (ICML 2022 & NeurIPS 2021 Deep RL Workshop) and "Accelerating Neural Self-Improvement via Bootstrapping" (ICLR 2023 Workshop)

fast-weight-programmers fast-weights pytorch reinforcement-learning rnn-based-few-shot-learning self-referential-learning self-referential-weight-matrix torchbeast transformers

Last synced: 10 Nov 2024

https://github.com/plantnet/plantnet-300k

[NeurIPS2021] A plant image dataset with high label ambiguity and a long-tailed distribution

dataset deep-learning plants pytorch

Last synced: 14 Nov 2024

https://github.com/prrao87/fine-grained-sentiment

A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.

fasttext flair nlp python pytorch sentiment-analysis text-classification transformers

Last synced: 13 Nov 2024

https://github.com/clovaai/rebias

Official Pytorch implementation of ReBias (Learning De-biased Representations with Biased Representations), ICML 2020

bias-generalisation bias-generalization deep-learning icml icml-2020 icml2020 machine-learning pytorch rebias

Last synced: 12 Nov 2024

https://github.com/ShomyLiu/Neu-Review-Rec

A Toolkit for Neural Review-based Recommendation models with Pytorch.

daml deepconn narre pytorch recommendation-system review-based

Last synced: 16 Nov 2024

https://github.com/openucx/ucc

Unified Collective Communication Library

collectives cuda deep-learning hpc infiniband mpi openshmem pgas pytorch roce sharp

Last synced: 10 Nov 2024

https://github.com/markdtw/meta-learning-lstm-pytorch

pytorch implementation of Optimization as a Model for Few-shot Learning

few-shot-learning learning-to-learn meta-learning pytorch

Last synced: 13 Nov 2024

https://github.com/sangyx/d2l-torch

《动手学深度学习》 PyTorch 版本

chinese deep-learning jupyter-notebook python pytorch

Last synced: 14 Nov 2024

https://github.com/ducha-aiki/pytorch-sift

PyTorch implementation of SIFT descriptor

cnn descriptor image-matching local-features pytorch sift

Last synced: 01 Nov 2024

https://github.com/markdtw/vqa-winner-cvprw-2017

Pytorch implementation of winner from VQA Chllange Workshop in CVPR'17

pytorch visual-question-answering

Last synced: 13 Nov 2024

https://github.com/rusty1s/pytorch_spline_conv

Implementation of the Spline-Based Convolution Operator of SplineCNN in PyTorch

geometric-deep-learning graph-neural-networks pytorch spline-cnn

Last synced: 29 Oct 2024

https://github.com/fastaudio/fastaudio

🔊 Audio and fastai v2

audio deep-learning fastai gpu python pytorch

Last synced: 03 Aug 2024

https://github.com/AutoVision-cloud/SA-Det3D

[ICCVW-2021] SA-Det3D: Self-attention based Context-Aware 3D Object Detection

3d-deep-learning 3d-detection autonomous-driving object-detection point-cloud pytorch

Last synced: 28 Oct 2024

https://github.com/wkcn/MobulaOP

A Simple & Flexible Cross Framework Operators Toolkit

cross-framework cupy deep-learning mxnet numpy operators pytorch scientific-computing

Last synced: 08 Nov 2024

https://github.com/jayleicn/TVQA

[EMNLP 2018] PyTorch code for TVQA: Localized, Compositional Video Question Answering

dataset pytorch tvqa videoqa

Last synced: 07 Nov 2024

https://github.com/nasdin/reinforcementlearning-atarigame

Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games

a3c a3c-lstm actor-critic adam asynchronous-advantage-actor-critic deep-reinforcement-learning lstm openai-gym python pytorch reinforcement-agents reinforcement-learning reinforcement-learning-algorithms rmsprop universe

Last synced: 07 Nov 2024

https://github.com/JieShibo/PETL-ViT

[ICCV 2023] Binary Adapters, [AAAI 2023] FacT, [Tech report] Convpass

parameter-efficient-tuning pytorch transfer-learning visual-prompting

Last synced: 05 Nov 2024

https://github.com/geekjr/quickai

QuickAI is a Python library that makes it extremely easy to experiment with state-of-the-art Machine Learning models.

ai artificial-intelligence bert deep-learning dl easy-to-use fast gpt gpt-neo huggingface-transformers ml neural-network nlp object-detection python pytorch quickai research tensorflow2 yolo

Last synced: 09 Nov 2024

https://github.com/CleanPegasus/TensorDash

TensorDash is an application that lets you remotely monitor your deep learning model's metrics and notifies you when your model training is completed or crashed.

android deep-learning fastai java keras machine-learning pypi python python-package pytorch remote-monitoring tensorflow

Last synced: 15 Nov 2024

https://github.com/SforAiDl/vformer

A modular PyTorch library for vision transformer models

pytorch vision-transformer

Last synced: 15 Nov 2024

https://github.com/xarray-contrib/xbatcher

Batch generation from xarray datasets

keras pytorch tensorflow xarray xarray-accessor

Last synced: 22 Oct 2024

https://github.com/Chris-hughes10/pytorch-accelerated

A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop which is flexible enough to handle the majority of use cases, and capable of utilizing different hardware options with no code changes required. Docs: https://pytorch-accelerated.readthedocs.io/en/latest/

deep-learning huggingface-accelerate huggingface-examples pytorch pytorch-tutorial timm-examples training

Last synced: 05 Aug 2024

https://github.com/PatBall1/detectree2

Python package for automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN

deep-learning detectron2 python pytorch

Last synced: 14 Nov 2024

https://github.com/huggingface/diffusion-fast

Faster generation with text-to-image diffusion models.

diffusers diffusion-models pytorch sdxl text-to-image-generation

Last synced: 04 Nov 2024

https://github.com/codeslake/Color_Transfer_Histogram_Analogy

[CGI 2020] Official PyTorch Implementation for "Deep Color Transfer using Histogram Analogy"

color-transfer deep-learning histogram-analogy pytorch

Last synced: 15 Nov 2024

https://github.com/isLinXu/YOLOv8_Efficient

🚀Simple and efficient use for Ultralytics yolov8🚀

deeplearning pytorch ultralytics yolov8

Last synced: 09 Nov 2024

https://github.com/uvipen/SSD-pytorch

SSD: Single Shot MultiBox Detector pytorch implementation focusing on simplicity

computer-vision deep-learning deep-neural-networks deeplearning detection detector neural-networks object-detection pytorch ssd ssdlite

Last synced: 07 Aug 2024

https://github.com/hou-yz/MVDet

[ECCV 2020] Codes and MultiviewX dataset for "Multiview Detection with Feature Perspective Transformation".

dataset detection detector multiview pedestrian-detection pytorch

Last synced: 28 Oct 2024

https://github.com/shinianzhihou/ChangeDetection

A framework for change detection using PyTorch

change-detection pytorch remote-sensing siamese unet

Last synced: 03 Aug 2024

https://github.com/GuoleiSun/CountSeg

Official code for "Object counting and instance segmentation with image-level supervision", in CVPR 2019 and TPAMI 2020

cvpr2019 instance-segmentation object-counting pytorch tpami2020 weakly-supervised-learning

Last synced: 05 Nov 2024

https://github.com/fcakyon/small-object-detection-benchmark

icip2022 paper: sahi benchmark on visdrone and xview datasets using fcos, vfnet and tood detectors

benchmark coco fcos icip2022 mmdetection object-detection pytorch sahi small-object-detection tood vfnet visdrone xview

Last synced: 13 Nov 2024

https://github.com/nvidia/modulus-sym

Framework providing pythonic APIs, algorithms and utilities to be used with Modulus core to physics inform model training as well as higher level abstraction for domain experts

deep-learning machine-learning nvidia-gpu physics pytorch

Last synced: 29 Oct 2024

https://github.com/liuzuxin/fsrl

🚀 A fast safe reinforcement learning library in PyTorch

cpo cvpo decision-making library ppo pytorch reinforcement-learning robotics sac safe-rl safety-critical trpo trustworthy-ai

Last synced: 12 Nov 2024

PyTorch Awesome Lists
Awesome-pytorch-list 704 awesome-semantic-segmentation-pytorch 35 Awesome-pytorch-list-CNVersion 692 awesome-colab-notebooks 525 CV-pretrained-model 103 awesome-AutoML-and-Lightweight-Models 150 openstl 43 Awesome-Denoise 164 ai4artists 286 arctic 34 awesome-cuda-and-hpc 427 awesome-yolov8-models 43 awesome-python-machine-learning-resources 1,884 awesome-adaptive-computation 173 awesome-NILM-with-code 49 awesome-dotnet-machine-learning 134 awesome-Multi-Document-Summarization 56 PyTorch-Guide 616 awesome-max-mojo 183 awesome-fastai 42 awesome-ai-tools 511 free-pytorch-resources 72
PyTorch Categories
Blogs 450 Frameworks 277 Pytorch & related libraries 227 Pytorch & related libraries｜Pytorch & 相关库 216 Research 198 Tutorials 192 文本数据和NLP 182 Uncategorized 161 数据可视化 130 1.) Neural Architecture Search 123 机器学习框架 123 Blogposts :sparkle: 121 图像数据与CV 106 Learning Resources 103 Learning 101 模型的可解释性 100 Tutorials, books, & examples 96 Tutorials & books & examples｜教程 & 书籍 & 示例 94 Interactive Learning & Tools 94 超参数优化和AutoML 93