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115 search results found

Openface ⭐ 14,822

Face recognition with deep neural networks.

Cyclegan ⭐ 11,829

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

Pix2pix ⭐ 8,452

Image-to-image translation with conditional adversarial nets

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.

Opennmt ⭐ 2,379

Open Source Neural Machine Translation in Torch (deprecated)

Torchcraft ⭐ 1,346

Connecting Torch to StarCraft

Adain Style ⭐ 902

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

A language-agnostic interface to TensorBoard

Neuralconvo ⭐ 765

Neural conversational model in Torch

Resnet 1k Layers ⭐ 740

Deep Residual Networks with 1K Layers

Tiefvision ⭐ 719

End-to-end deep learning image-similarity search engine

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.

Context Encoder ⭐ 675

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

Grad Cam ⭐ 652

[ICCV 2017] Torch code for Grad-CAM

Neuralkart ⭐ 648

A Real-time Mario Kart AI using CNNs, Offline Search, and DAGGER

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)

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

Deepdeblur_release ⭐ 488

Deep Multi-scale CNN for Dynamic Scene Deblurring

Neural Vqa ⭐ 486

❔ Visual Question Answering in Torch

Multi-Scale Dense Networks for Resource Efficient Image Classification （ICLR 2018 Oral）

Soundnet ⭐ 402

SoundNet: Learning Sound Representations from Unlabeled Video. NIPS 2016

Autoencoders ⭐ 394

Torch implementations of various types of autoencoders

Deepmark ⭐ 363

THE Deep Learning Benchmarks

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

Cat Generator ⭐ 346

Generate cat images with neural networks

Learning To Communicate ⭐ 340

Learning to Communicate with Deep Multi-Agent Reinforcement Learning

Slimming ⭐ 337

Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

Sparse To Dense ⭐ 310

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

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

Face Generator ⭐ 244

Generate human faces with neural networks

Unsupervised Video ⭐ 223

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

Id Cgan ⭐ 216

Image De-raining Using a Conditional Generative Adversarial Network

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

Captcha.irctc ⭐ 202

Reading irctc captchas with 98% accuracy using deep learning

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.

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"

Tripletnet ⭐ 174

Deep metric learning using Triplet network

Deepqnetwork ⭐ 162

A modification of Google's Deep Q-Network to learn to play Super Mario Bros.

Snapshotensemble ⭐ 159

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

Spatial Pyramid Network for Optical Flow

Deep Smile Warp ⭐ 150

DeepWarp for Facial Expression Manipulation

Dynamics ⭐ 144

A Compositional Object-Based Approach to Learning Physical Dynamics

Deepknowledgetracing ⭐ 143

source code for the paper Deep Knowledge Tracing

Binary Face Alignment ⭐ 143

Real time face alignment

Code release for "Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency" (CVPR 2017)

Samplernn_torch ⭐ 138

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

Nips16_ptn ⭐ 125

Torch Implementation of NIPS'16 paper: Perspective Transformer Nets

Synthesize3dviadepthorsil ⭐ 121

[CVPR 2017] Generation and reconstruction of 3D shapes via modeling multi-view depth maps or silhouettes

Pyramidnet ⭐ 121

Torch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).

Face Alignment Training ⭐ 112

Training code for 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.

Code release for "Multi-view Consistency as Supervisory Signal for Learning Shape and Pose Prediction"

Mp Cnn Torch ⭐ 106

Multi-Perspective Convolutional Neural Networks for modeling textual similarity (He et al., EMNLP 2015)

Volumetricprimitives ⭐ 98

Code release for "Learning Shape Abstractions by Assembling Volumetric Primitives " (CVPR 2017)

Weight initialisation schemes for Torch7 neural network modules

Human Pose Estimation ⭐ 95

This repository implements a demo of the Human pose estimation via Convolutional Part Heatmap Regression paper.

3d Resnets ⭐ 88

3D ResNets for Action Recognition

Sharpness-aware Low Dose CT Denoising Using Conditional Generative Adversarial Network

Torch Lrcn ⭐ 66

An implementation of the LRCN in Torch

Colorizer ⭐ 64

Add colors to black and white images with neural networks (GANs).

Visual7w Qa Models ⭐ 63

Visual7W visual question answering models

Entropy Sgd ⭐ 61

Lua implementation of Entropy-SGD

Diverse Beam Search ⭐ 60

🔍 :shipit: Decoding Diverse Solutions from Neural Sequence Models

SeGAN: Segmenting and Generating the Invisible (https://arxiv.org/pdf/1703.10239.pdf)

Humanflow ⭐ 58

Learning Human Optical Flow

Conjoined Triple Deep Network for Learning Local Image Descriptors

Nce Cnn Torch ⭐ 54

Noise-Contrastive Estimation for Question Answering with Convolutional Neural Networks (Rao et al. CIKM 2016)

Relativecamerapose ⭐ 53

Relative Camera Pose Estimation Using Convolutional Neural Networks

Wassersteingan.torch ⭐ 48

Torch implementation of Wasserstein GAN https://arxiv.org/abs/1701.07875

Human_level_control_through_deep_reinforcement_learning ⭐ 47

Deepmind's Deep Q Learning on Atari

Torch Pastalog ⭐ 45

A Torch interface for pastalog - simple, realtime visualization of neural network training performance

Neuraltextsimplification ⭐ 45

Exploring Neural Text Simplification

Gans Collection.torch ⭐ 45

Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN, EBGAN, LSGAN)

Queue and execute actions in sequence (add Z axis to 2D graphics frameworks)

Opponent ⭐ 45

Implementation for ICML 16 paper "Deep reinforcement learning with opponent modeling"

Toribash Learning Environment

Windowstorch ⭐ 44

Windows binary build of the Torch machine learning framework

Whats_in_a_question ⭐ 40

CVPR'17 Spotlight: What’s in a Question: Using Visual Questions as a Form of Supervision

Rovernet ⭐ 39

Deep reinforcement learning-driven robotic controller and navigation library using Torch.

Seg Torch ⭐ 39

Segmentation with deep learning

Camera Relocalisation ⭐ 39

Implementation of "Camera Relocalization by Computing Pairwise Relative Poses Using Convolutional Neural Network" by Z.Laskar et al.

HiDDeN: Hiding Data with Deep Networks.

Resnet.torch ⭐ 35

an updated version of fb.resnet.torch with many changes.

Deepmotif ⭐ 34

Deep Motif (ICLR16)/ Deep Motif Dashboard (PSB17): Visualizing Genomic Sequence Classifications

Dcgan Inpainting.torch ⭐ 33

Image completion with Torch

Captcha Cracking ⭐ 33

Crack number and Chinese captcha with both traditional and deep learning methods, based on Torch and python.

[ICCV17] DeepCD: Learning Deep Complementary Descriptors for Patch Representations

Dbcollection ⭐ 27

A collection of popular datasets for deep learning.

Delugenets ⭐ 24

DelugeNets: Deep Networks with Efficient and Flexible Cross-layer Information Inflows

Hierarchical Deep RL Network

Symmfcnet ⭐ 22

Learning Symmetry Consistent Deep CNNs for Face Completion

An example of running deep learning network on Raspberry-PI

Torchlib ⭐ 21

Data structures, algorithms, and ML/NLP tools in Lua.

Vdpwi Nn Torch ⭐ 20

Very Deep Pairwise Word Interaction Neural Networks for modeling textual similarity (He and Lin, NAACL/HLT 2016)

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