Awesome Open Source
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The Top 90 Torch Open Source Projects

Waifu2x ⭐ 20,964
Image Super-Resolution for Anime-Style Art
Netron ⭐ 14,119
Visualizer for neural network, deep learning, and machine learning models
Cyclegan ⭐ 10,484
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Deepo ⭐ 5,972
Set up deep learning environment in a single command line.
Digits ⭐ 4,032
Deep Learning GPU Training System
Gocv ⭐ 3,952
Go package for computer vision using OpenCV 4 and beyond.
Deep Learning Model Convertor ⭐ 2,919
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 2,749
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
Opennmt ⭐ 2,336
Open Source Neural Machine Translation in Torch (deprecated)
Torchsample ⭐ 1,673
High-Level Training, Data Augmentation, and Utilities for Pytorch
Torchcraft ⭐ 1,343
Connecting Torch to StarCraft
Texture_nets ⭐ 1,153
Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images" paper.
Pytorch Cpp ⭐ 1,039
C++ Implementation of PyTorch Tutorials for Everyone
Neuralconvo ⭐ 772
Neural conversational model in Torch
Machine Learning Curriculum ⭐ 765
💻 Make machines learn so that you don't have to struggle to program them; The ultimate list
Unet Segmentation Pytorch Nest Of Unets ⭐ 724
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
Vqa.pytorch ⭐ 608
Visual Question Answering in Pytorch
Awesome Torch ⭐ 589
A curated list of awesome Torch tutorials, projects and communities
Mario Ai ⭐ 580
Playing Mario with Deep Reinforcement Learning
Ntire2017 ⭐ 564
Torch implementation of "Enhanced Deep Residual Networks for Single Image Super-Resolution"
Keras Openface ⭐ 544
Keras-OpenFace is a project converting OpenFace from Torch implementation to a Keras version
Sketch_simplification ⭐ 539
Models and code related to sketch simplification of rough sketches.
Neural Vqa ⭐ 487
❔ Visual Question Answering in Torch
Activity Recognition With Cnn And Rnn ⭐ 418
Temporal Segments LSTM and Temporal-Inception for Activity Recognition
Awesome_deep_learning_interpretability ⭐ 414
深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)
Octnet ⭐ 411
OctNet: Learning Deep 3D Representations at High Resolutions
Recurrenthighwaynetworks ⭐ 407
Recurrent Highway Networks - Implementations for Tensorflow, Torch7, Theano and Brainstorm
Invoice ⭐ 396
增值税发票OCR识别，使用flask微服务架构，识别type：增值税电子普通发票，增值税普通发票，增值税专用发票；识别字段为：发票代码、发票号码、开票日期、校验码、税后金额等
Trashnet ⭐ 373
Dataset of images of trash; Torch-based CNN for garbage image classification
Torch2coreml ⭐ 364
Torch7 -> CoreML
Cat Generator ⭐ 355
Generate cat images with neural networks
Densenet Caffe ⭐ 351
DenseNet Caffe Models, converted from https://github.com/liuzhuang13/DenseNet
Akarin ⭐ 344
Akarin is a powerful server software from the 'new dimension'
Fast Neural Doodle ⭐ 338
Faster neural doodle
Php Opencv Examples ⭐ 337
Tutorial for computer vision and machine learning in PHP 7/8 by opencv (installation + examples + documentation)
Sparse To Dense ⭐ 328
ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (Torch Implementation)
Nonechucks ⭐ 307
Deal with bad samples in your dataset dynamically, use Transforms as Filters, and more!
Adaptiveattention ⭐ 303
Implementation of "Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning"
Dreampower ⭐ 301
DeepNude with DreamNet improvements.
Tensorflow Model Zoo.torch ⭐ 283
InceptionV3, InceptionV4, Inception-Resnet pretrained models for Torch7 and PyTorch
Face Generator ⭐ 268
Generate human faces with neural networks
Attentionwalk ⭐ 267
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
Gpt2 Newstitle ⭐ 267
Chinese NewsTitle Generation Project by GPT2.带有超级详细注释的中文GPT2新闻标题生成项目。
Alphaction ⭐ 250
Spatio-Temporal Action Localization System
Pixeldtgan ⭐ 249
A torch implementation of "Pixel-Level Domain Transfer"
Floorplantransformation ⭐ 246
Raster-to-Vector: Revisiting Floorplan Transformation
Torchdata ⭐ 237
PyTorch dataset extended with map, cache etc. (tensorflow.data like)
Echotorch ⭐ 236
A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.
Torchinfo ⭐ 235
View model summaries in PyTorch!
Torch ⭐ 230
R Interface to Torch
Visdial ⭐ 217
[CVPR 2017] Torch code for Visual Dialog
Pytorch Beam Search Decoding ⭐ 210
PyTorch implementation of beam search decoding for seq2seq models
Orn ⭐ 208
Oriented Response Networks, in CVPR 2017
Php Opencv ⭐ 201
php wrapper for opencv
Python Torchfile ⭐ 196
Deserialize Lua torch-serialized objects from Python
Torch Dct ⭐ 191
DCT (discrete cosine transform) functions for pytorch
Yolo Face With Landmark ⭐ 191
yoloface大礼包 使用pytroch实现的基于yolov3的轻量级人脸检测（包含关键点）
Online Neural Doodle ⭐ 183
Feedforward neural doodle
Snapshotensemble ⭐ 176
Snapshot Ensembles in Torch (Snapshot Ensembles: Train 1, Get M for Free)
Npmt ⭐ 175
Towards Neural Phrase-based Machine Translation
Semantic3dnet ⭐ 171
Point cloud semantic segmentation via Deep 3D Convolutional Neural Network
Dockerfiles ⭐ 154
Deep Learning Dockerfiles
Prediction Flow ⭐ 150
Deep-Learning based CTR models implemented by PyTorch
Skip Thoughts.torch ⭐ 146
Porting of Skip-Thoughts pretrained models from Theano to PyTorch & Torch7
Samplernn_torch ⭐ 146
Torch implementation of SampleRNN: An Unconditional End-to-End Neural Audio Generation Model
Synthesize3dviadepthorsil ⭐ 143
[CVPR 2017] Generation and reconstruction of 3D shapes via modeling multi-view depth maps or silhouettes
Ganspapercollection ⭐ 130
Neural Style Audio Torch ⭐ 129
Torch implementation for audio neural style.
Deepnudecli ⭐ 121
DeepNude Command Line Version With Watermark Removed
Ti Pooling ⭐ 119
TI-pooling: transformation-invariant pooling for feature learning in Convolutional Neural Networks
Laia ⭐ 110
Laia: A deep learning toolkit for HTR based on Torch
Pytorch_gbw_lm ⭐ 101
PyTorch Language Model for 1-Billion Word (LM1B / GBW) Dataset
Pytorch Learners Tutorial ⭐ 98
PyTorch tutorial for learners
Torchelie ⭐ 98
Torchélie is a set of utility functions, layers, losses, models, trainers and other things for PyTorch.
Tf_texture_net ⭐ 96
TensorFlow implementation of DmitryUlyanov/texture_nets
Beauty.torch ⭐ 92
Understanding facial beauty with deep learning.
Grad Cam ⭐ 91
🌈 📷 Gradient-weighted Class Activation Mapping (Grad-CAM) Demo
Deep Dream In Pytorch ⭐ 90
Pytorch implementation of the DeepDream computer vision algorithm
Pytorch Containers ⭐ 85
Torch Containers simplified in PyTorch
Torch Srgan ⭐ 76
torch implementation of srgan
Dfc Vae ⭐ 74
Variational Autoencoder trained by Feature Perceputal Loss
Colorizer ⭐ 69
Add colors to black and white images with neural networks (GANs).
Sine ⭐ 67
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
Torch Models ⭐ 65
Neuralhmm ⭐ 64
code for unsupervised learning Neural Hidden Markov Models paper
Neuralamr ⭐ 61
Sequence-to-sequence models for AMR parsing and generation
Hzproc ⭐ 56
torch data augmentation toolbox (supports affine transform)
Paperspace Python ⭐ 38
Paperspace API for python
Torchga ⭐ 22
Train PyTorch Models using the Genetic Algorithm with PyGAD
Dlt ⭐ 20
Deep Learning Toolbox for Torch
1-90 of 90 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210