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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 )

SO-Net: Self-Organizing Network for Point Cloud Analysis, CVPR2018

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

知乎看山杯第二名解决方案

Deephyperx ⭐ 216

Deep learning toolbox based on PyTorch for hyperspectral data classification.

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 }.

Vin_pytorch_visdom ⭐ 202

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

Repulsion_loss_ssd ⭐ 202

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

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

Meshsegnet ⭐ 189

PyTorch version of MeshSegNet for tooth segmentation of intraoral scans (point cloud/mesh). The code also includes visdom for training visualization; this project is partially powered by SOVE Inc.

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)

Factorvae ⭐ 144

Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)

Repri For Few Shot Segmentation ⭐ 141

(CVPR 2021) Code for our method RePRI for Few-Shot Segmentation. Paper at http://arxiv.org/abs/2012.06166

Gannotation ⭐ 137

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

Faceboxes ⭐ 134

使用pytorch实现了FaceBoxes: A CPU Real-time Face Detector with High Accuracy

Combogan ⭐ 128

Mlogger ⭐ 127

a lightweight and simple logger for Machine Learning

Joint Kg Recommender ⭐ 127

Pytorch Histogram Loss ⭐ 113

PyTorch implementation for Histogram Loss

Scanssd ⭐ 111

Scanning Single Shot Detector for Math in Document Images

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).

Basic_unet_example ⭐ 93

An example project of how to use a U-Net for segmentation on medical images with PyTorch.

Dcgan_vae_pytorch ⭐ 91

dcgan combined with vae in pytorch!

Scene Baseline ⭐ 85

PyTorch baseline for AI challenger Scene classification

USIP: Unsupervised Stable Interest Point Detection from 3D Point Clouds

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

Compositionalgan ⭐ 60

Compositional GAN: Learning Image-Conditional Binary Composition at IJCV 2020

Stochastic Adaptive Neural Architecture Search

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

Text Summarization ⭐ 57

Text Summarization using Pointer Attention Models

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

Amortized Variational Filtering ⭐ 39

PyTorch implementation of AVF

Iterative_inference ⭐ 39

Implementation of iterative inference in deep latent variable models

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

Adversarial Non-linear Independent Component Analysis

Compmirrors ⭐ 32

2d Kinectics ⭐ 32

Train action classification model based on individual frames

Multi3net ⭐ 32

Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery

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

Pytorch Implementation of "Neural Discrete Representation Learning"

Pytorchnet ⭐ 29

Generalized Framework for PyTorch

Pytorch_car_caring ⭐ 29

Reinforcement Learning for Gym CarRacing-v0 with PyTorch

Segmentation Pytorch ⭐ 29

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

Cross View Gait Deep Cnns ⭐ 27

A Comprehensive Study on Cross-View Gait Based Human Idendification with Deep CNNs

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

Implementation of the Budgeted Super Networks

Fido Saliency ⭐ 26

Explaining Image Classifiers by Counterfactual Generation

Detectron Pytorch ⭐ 26

Cycleganwithperceptionloss ⭐ 26

CycleGANs with perception loss for clarifying rainy images. A pytorch framework.

Pytorch Gaitgan ⭐ 26

GaitGAN: Invariant Gait Feature Extraction Using Generative Adversarial Networks

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)

Gata Public ⭐ 25

Omnidepth Pytorch ⭐ 24

PyTorch reimplementation of Omnidepth

Segcaps.pytorch ⭐ 24

A pytorch implementation of SegCaps.

Driverpostureclassification ⭐ 23

PyTorch-based Driver Posture Classification

Lm Prior For Nmt ⭐ 23

This repository contains source code for the paper "Language Model Prior for Low-Resource Neural Machine Translation"

Arraymancer Vision ⭐ 23

Simple library for image loading, preprocessing and visualization for working with arraymancer.

Cartpole Rl Remote ⭐ 22

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

Compennet Plusplus ⭐ 22

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

Intphys Baselines ⭐ 22

Code for paper "IntPhys: A Benchmark and Dataset for Intuitive Physics".

Neural_graph_evolution ⭐ 22

Youngtoolkit ⭐ 21

A Toolkit for a series of Young projects.

Numpynet ⭐ 20

Approachable neural net implementation in pure numpy

1-100 of 171 search results

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