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Pytorch Handbook ⭐ 18,594

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友

Pytorch Book ⭐ 11,409

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

Simple Faster Rcnn Pytorch ⭐ 3,107

A simplified implemention of Faster R-CNN that replicate performance from origin paper

A lightweight library for PyTorch training tools and utilities

Capsule Networks ⭐ 1,419

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

Speech Transformer ⭐ 714

A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.

Pytorch Rl ⭐ 703

Deep Reinforcement Learning with pytorch & visdom

Fchd Fully Convolutional Head Detector ⭐ 560

Code for FCHD - A fast and accurate head detector

Pytorch Best Practice ⭐ 499

A Guidance on PyTorch Coding Style Based on Kaggle Dogs vs. Cats

Ssd Pytorch ⭐ 335

SSD目标检测算法(Single Shot MultiBox Detector)(简单,明了,易用,全中文注释,单机多卡训练,视频检测)( If you train the model on a single computer and mutil GPU, this program will be your best choice , easier to use and easier to understand )

official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection

C3dpo_nrsfm ⭐ 279

C3DPO - Canonical 3D Pose Networks for Non-rigid Structure From Motion.

Triplet Network Pytorch ⭐ 277

Realtime Action Detection ⭐ 268

This repository host the code for real-time action detection paper

Beta Vae ⭐ 262

Pytorch implementation of β-VAE

Pytorch Kaggle Starter ⭐ 258

Pytorch starter kit for Kaggle competitions

Pytorch Dnc ⭐ 247

Neural Turing Machine (NTM) & Differentiable Neural Computer (DNC) with pytorch & visdom

Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for NLP

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

Hcn Pytorch ⭐ 206

A pytorch reproduction of { Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation }.

Repulsion_loss_ssd ⭐ 202

Repulsion Loss: Detecting Pedestrians in a Crowd. https://arxiv.org/abs/1711.07752

Vin_pytorch_visdom ⭐ 202

PyTorch implementation of Value Iteration Networks (VIN): Clean, Simple and Modular. Visualization in Visdom.

Lkvolearner ⭐ 197

Learning Depth from Monocular Videos using Direct Methods, CVPR 2018

Refinedet.pytorch ⭐ 194

A higher performance PyTorch implementation of Single-Shot Refinement Neural Network for Object Detection

( ECCV2018 ) Macro-Micro Adversarial Network for Human Parsing

Pytorch Multi Label Classifier ⭐ 174

A pytorch implemented classifier for Multiple-Label classification

Brain Inspired Replay ⭐ 169

A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

Featureflow ⭐ 149

A state-of-the-art Video Frame Interpolation Method using feature flows blending. （CVPR 2020)

Visdial Rl ⭐ 148

PyTorch code for Learning Cooperative Visual Dialog Agents using Deep Reinforcement Learning

PyTorch Implementation of Stacked U-Nets (SUNets)

Gannotation ⭐ 137

GANnotation (PyTorch): Landmark-guided face to face synthesis using GANs (And a triple consistency loss!)

Mlogger ⭐ 127

a lightweight and simple logger for Machine Learning

Pytorch Histogram Loss ⭐ 113

PyTorch implementation for Histogram Loss

Torchelie ⭐ 110

Torchélie is a set of utility functions, layers, losses, models, trainers and other things for PyTorch.

Pytorch Visdom ⭐ 102

Support powerful visual logging in PyTorch.

Pytorch Fcn Easiest Demo ⭐ 97

PyTorch Implementation of Fully Convolutional Networks (a very simple and easy demo).

Dcgan_vae_pytorch ⭐ 91

dcgan combined with vae in pytorch!

Scene Baseline ⭐ 85

PyTorch baseline for AI challenger Scene classification

A machine learning library for PyTorch

Wav2letter.pytorch ⭐ 67

A fully convolution-network for speech-to-text, built on pytorch.

Visdom Tutorial ⭐ 66

A simple tutorial to use Visdom to plot your PyTorch training graphs

Text Summarization ⭐ 57

Text Summarization using Pointer Attention Models

A PyTorch implementation of DGCNN based on AAAI 2018 paper "An End-to-End Deep Learning Architecture for Graph Classification"

Deep Cross Modal Hashing ⭐ 48

Deep learning cross modal hashing in PyTorch

Cccapsnet ⭐ 44

A PyTorch implementation of Compositional Coding Capsule Network based on PRL 2022 paper "Compositional Coding Capsule Network with K-Means Routing for Text Classification"

Ferattention ⭐ 43

FERAtt: Facial Expression Recognition with Attention Net

Hydraplus_net ⭐ 41

3pu_pytorch ⭐ 38

pytorch implementation of >>Patch-base progressive 3D Point Set Upsampling<<

Wae Pytorch ⭐ 36

Rdn Pytorch ⭐ 35

Implement RDN with pytorch

Mtlcc Pytorch ⭐ 34

A pytorch implementation of the (Tensorflow) MTLCC network implementation

X Punctuator ⭐ 33

A PyTorch implementation of a punctuation prediction system using (B)LSTM, which automatically adds suitable punctuation into text without punctuation.

Compennet ⭐ 33

[CVPR'19] End-to-end Projector Photometric Compensation

Pytorch Handbook ⭐ 33

CS-Net (MICCAI 2019) and CS2-Net (MedIA 2020)

Pytorch Implementation of "Neural Discrete Representation Learning"

Pytorch_car_caring ⭐ 29

Reinforcement Learning for Gym CarRacing-v0 with PyTorch

Pytorchnet ⭐ 29

Generalized Framework for PyTorch

Segmentation Pytorch ⭐ 29

Several networks for segmentation like VNet or RefineNet implemented by PyTorch and Visdom

Pytorch implementation of the paper Deep learning for extreme multi-label text classification

Fido Saliency ⭐ 26

Explaining Image Classifiers by Counterfactual Generation

Detectron Pytorch ⭐ 26

Em_capsules ⭐ 25

Pytorch Implementation of EM capsules in the paper "Matrix capsules with EM routing"

Pytorch Dgcnn ⭐ 25

Pytorch implementation of Dynamic Graph CNN for Learning on Point Clouds (EdgeConv)

Omnidepth Pytorch ⭐ 24

PyTorch reimplementation of Omnidepth

Segcaps.pytorch ⭐ 24

A pytorch implementation of SegCaps.

Driverpostureclassification ⭐ 23

PyTorch-based Driver Posture Classification

Compennet Plusplus ⭐ 22

[ICCV'19] CompenNet++: End-to-end Full Projector Compensation

Cartpole Rl Remote ⭐ 22

CartPole game by Reinforcement Learning, a journey from training to inference

Youngtoolkit ⭐ 21

A Toolkit for a series of Young projects.

My experimentations with Reinforcement Learning in Pytorch

Aerial_mtl ⭐ 18

PyTorch implementation for multi-task learning with aerial images for the datasets: IEEE Data Fusion Contest 2018 (DFC2018) and ISPRS-Vaihingen.

Cifarclassify ⭐ 17

实现常用图像分类算法

Implementation of "Make One-Shot Video Object Segmentation Efficient Again” and the semi-supervised fine-tuning "e-OSVOS" approach (NeurIPS 2020).

Code for Canonical 3D Deformable Mapping (C3DM) paper

Hart Pytorch ⭐ 14

Reimplementation of Hierarchical Attentive Recurrent Tracking (Kosiorek et al., 2017) in PyTorch

Videopred ⭐ 14

Common Video Prediction Architectures

Td Delta ⭐ 14

Separating value functions across time-scales.

Code for our paper: Hierarchical RL Using an Ensemble of Proprioceptive Periodic Policies

End2end Self Driving Car ⭐ 13

End-to-end Self-driving Car (Behavioral Cloning)

Esfnet Pytorch ⭐ 12

Pscapsnet ⭐ 12

A PyTorch implementation of Parameter-sharing Capsule Network based on the paper "Evaluating Generalization Ability of Convolutional Neural Networks and Capsule Networks for Image Classification via Top-2 Classification"

Image_harmonization ⭐ 11

Ssd Pytorch ⭐ 11

基于pytorch版ssd进行改进注入CBAM空间通道注意力机制，加入FPN，类别损失函数改为foc

Dsod Pytorch ⭐ 11

An implementation of DSOD in Pytonch

Pytorch Pixeldtgan ⭐ 10

A pytorch remake of the implementation of "Pixel-Level Domain Transfer"

Pytorchvision ⭐ 10

The pytvision package consists of my datasets, models, and image transformations methods for computer vision projects. This package also containing the synthetic render methods.

写诗机器人基于pytorch

Graphconv ⭐ 8

pytorch implementation of graph convolutions for semantic segmentation on ADE20K dataset

Maskgan.pytorch ⭐ 8

Pytorch implementation of MaskGAN

Pytorch Dukemtmc Baseline ⭐ 7

A Pytorch based Imlemention of DukeMTMC-reID baseline(Resnet18,Resnet34 and Resnet50)

Neural Ste ⭐ 7

[AAAI'21] Modeling Deep Learning Based Privacy Attacks on Physical Mail

Ancientpainitng2naturalimage ⭐ 7

Ancient Painting to Natural Image: A New Solution for Painting Processing

implement of paper 'Probabilistic End-to-end Noise Correction for Learning with Noisy Labels'

Fcn Pytorch ⭐ 7

Senet_segmentation ⭐ 7

Pytorch Classification ⭐ 7

Pytorch model for classification

Pytorch_distracteddriverdetection ⭐ 7

kaggle中的【State Farm Distracted Driver Detection】比赛的实现

Fast_segmentation ⭐ 7

Semantic Segmentation Toys

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