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417 search results found

Waifu2x ⭐ 26,145

Image Super-Resolution for Anime-Style Art

Cyclegan ⭐ 11,829

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

Char Rnn ⭐ 11,227

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

Densenet ⭐ 4,652

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,436

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.

Deepmask ⭐ 3,071

Torch implementation of DeepMask and SharpMask

Opennmt ⭐ 2,379

Open Source Neural Machine Translation in Torch (deprecated)

Neuralart ⭐ 2,352

An implementation of the paper 'A Neural Algorithm of Artistic Style'.

Torch Rnn ⭐ 2,274

Efficient, reusable RNNs and LSTMs for torch

Siggraph2016_colorization ⭐ 2,142

Code for the paper 'Let there be Color!: Joint End-to-end Learning of Global and Local Image Priors for Automatic Image Colorization with Simultaneous Classification'.

Fb.resnet.torch ⭐ 1,945

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

Deepmind Atari Deep Q Learner ⭐ 1,780

The original code from the DeepMind article + my tweaks

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

Resnext ⭐ 1,652

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

Multipathnet ⭐ 1,361

A Torch implementation of the object detection network from "A MultiPath Network for Object Detection" (https://arxiv.org/abs/1604.02135)

Torchcraft ⭐ 1,346

Connecting Torch to StarCraft

Dcgan.torch ⭐ 1,314

A torch implementation of http://arxiv.org/abs/1511.06434

Texture_nets ⭐ 1,109

Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images" paper.

Character-level Convolutional Networks for Text Classification

A language-agnostic interface to TensorBoard

Neuralconvo ⭐ 765

Neural conversational model in Torch

Resnet 1k Layers ⭐ 740

Deep Residual Networks with 1K Layers

Fluidnet ⭐ 711

Accelerating Eulerian Fluid Simulation With Convolutional Networks

2d And 3d Face Alignment ⭐ 693

This repository implements a demo of the networks described in "How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)" paper.

Videogan ⭐ 645

Generating Videos with Scene Dynamics. NIPS 2016.

Codes For Lane Detection ⭐ 629

Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)

Deepstack Leduc ⭐ 596

Example implementation of the DeepStack algorithm for no-limit Leduc poker

Sketch_simplification ⭐ 572

Models and code related to sketch simplification of rough sketches.

Mario Ai ⭐ 549

Playing Mario with Deep Reinforcement Learning

Torch Video Tutorials ⭐ 524

Light your way in Deep Learning with Torch 🔦

Trashnet ⭐ 501

Dataset of images of trash; Torch-based CNN for garbage image classification

Siggraph2017_inpainting ⭐ 491

Code for the paper 'Globally and Locally Consistent Image Completion'. http://iizuka.cs.tsukuba.ac.jp/projects/completion

Neural Vqa ⭐ 486

❔ Visual Question Answering in Torch

Word Rnn ⭐ 468

Recurrent Neural Network that predicts word-by-word

Stochastic_depth ⭐ 443

Deep Networks with Stochastic Depth

Pytorch ⭐ 417

Python wrappers for torch and lua

Lua/Torch implementation of DQN (Nature, 2015)

Activity Recognition With Cnn And Rnn ⭐ 402

Temporal Segments LSTM and Temporal-Inception for Activity Recognition

Soundnet ⭐ 402

SoundNet: Learning Sound Representations from Unlabeled Video. NIPS 2016

Sent Conv Torch ⭐ 393

Text classification using a convolutional neural network.

Imagenet Multigpu.torch ⭐ 379

an imagenet example in torch.

Adaptive Softmax ⭐ 368

Implements an efficient softmax approximation as described in the paper "Efficient softmax approximation for GPUs" (http://arxiv.org/abs/1609.04309)

Demos and tutorials around Torch7.

A deep learning library for streamlining research and development using the Torch7 distribution.

Cat Generator ⭐ 346

Generate cat images with neural networks

Cudnn.torch ⭐ 341

Torch-7 FFI bindings for NVIDIA CuDNN

Fast Neural Doodle ⭐ 334

Faster neural doodle

Sparse To Dense ⭐ 310

ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (Torch Implementation)

Conv_seq2seq ⭐ 303

A tensorflow implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)

Shake Shake ⭐ 279

2.86% and 15.85% on CIFAR-10 and CIFAR-100

Torch Ntm ⭐ 272

A Neural Turing Machine implementation in Torch.

Torch Android ⭐ 270

Torch-7 for Android

Seqmatchseq ⭐ 258

Binarynet ⭐ 252

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

Face Generator ⭐ 244

Generate human faces with neural networks

Chatbot Ai ⭐ 243

Chatbot AI for Machine Learning for Hackers #6

Kaggle Cifar10 Torch7 ⭐ 241

Code for Kaggle-CIFAR10 competition. 5th place.

Threads ⭐ 239

Threads for Lua and LuaJIT. Transparent exchange of data between threads is allowed thanks to torch serialization.

Vae Torch ⭐ 232

Implementation of Variational Auto-Encoder in Torch7

Neural Animation ⭐ 229

Implementing neural art on video

Snli Attention ⭐ 228

SNLI with word-word attention by LSTM encoder-decoder

Unsupervised Video ⭐ 223

[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web

Binary Human Pose Estimation ⭐ 212

This code implements a demo of the Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources paper by Adrian Bulat and Georgios Tzimiropoulos.

Visdial ⭐ 211

[CVPR 2017] Torch code for Visual Dialog

Floorplantransformation ⭐ 206

Raster-to-Vector: Revisiting Floorplan Transformation

The Deep Convolutional Inverse Graphics Network

Torch Opencv ⭐ 204

OpenCV bindings for Torch.

Torch Gan ⭐ 202

Display ⭐ 198

Lightweight browser-based display server

Torch Ios ⭐ 198

Torch7 for iOS.

Photo Realistic Super Resoluton ⭐ 193

Torch Implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

Char Rnn Chinese ⭐ 190

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch. Based on code of https://github.com/karpathy/char-rnn. Support Chinese and other things.

Algorithm Learning ⭐ 187

Arc Robot Vision ⭐ 186

MIT-Princeton Vision Toolbox for Robotic Pick-and-Place at the Amazon Robotics Challenge 2017 - Robotic Grasping and One-shot Recognition of Novel Objects with Deep Learning.

Online Neural Doodle ⭐ 184

Feedforward neural doodle

3dcnn.torch ⭐ 184

Volumetric CNN for feature extraction and object classification on 3D data.

Python Torchfile ⭐ 183

Deserialize Lua torch-serialized objects from Python

Gan Weight Norm ⭐ 182

Code for "On the Effects of Batch and Weight Normalization in Generative Adversarial Networks"

Towards Neural Phrase-based Machine Translation

Charades Algorithms ⭐ 171

Activity Recognition Algorithms for the Charades Dataset

Torch Opencv Demos ⭐ 167

Torch7+OpenCV+ConvNets

Pose Attention ⭐ 167

Code for "Multi-Context Attention for Human Pose Estimation " (CVPR 2017)

Cifar.torch ⭐ 167

92.45% on CIFAR-10 in Torch

Sound Rnn ⭐ 164

Generating sound with recurrent neural networks

Gtsrb.torch ⭐ 162

Traffic sign recognition with Torch

Snapshotensemble ⭐ 159

Snapshot Ensembles in Torch (Snapshot Ensembles: Train 1, Get M for Free)

Lua interface to QT library

Net2net.torch ⭐ 152

Implementation of http://arxiv.org/abs/1511.05641 that lets one build a larger net starting from a smaller one.

Linknet ⭐ 150

Dynamics ⭐ 144

A Compositional Object-Based Approach to Learning Physical Dynamics

Binary Face Alignment ⭐ 143

Real time face alignment

An implementation of the RL-NTM from http://arxiv.org/abs/1505.00521

Samplernn_torch ⭐ 138

Torch implementation of SampleRNN: An Unconditional End-to-End Neural Audio Generation Model

Fast, asynchronous web framework for Lua/Torch

Practical1 ⭐ 131

Practical 1: Introduction to lua and torch

Neural Style Audio Torch ⭐ 131

Torch implementation for audio neural style.

Torch implementation of DRAW: A Recurrent Neural Network For Image Generation

Structured Prediction Energy Networks in Torch

Deepqlearning ⭐ 128

A powerful machine learning algorithm utilizing Q-Learning and Neural Networks, implemented using Torch and Lua.

Deeptracking ⭐ 127

Source code of DeepTracking research project

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