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Pix2pix ⭐ 8,452

Image-to-image translation with conditional adversarial nets

Dcgan.torch ⭐ 1,314

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

Im2markup ⭐ 1,146

Neural model for converting Image-to-Markup (by Yuntian Deng yuntiandeng.com)

Spatial CNN for traffic lane detection (AAAI2018)

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.

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

Surreal ⭐ 451

Learning from Synthetic Humans, CVPR 2017

Sent Conv Torch ⭐ 393

Text classification using a convolutional neural network.

Jstarcraft Rns ⭐ 368

专注于解决推荐领域与搜索领域的两个核心问题:排序预测(Ranking)和评分预测(Rating). 为相关领域的研发人员提供完整的通用设计与参考实现. 涵盖了70多种排序预测与评分预测算法,是最快最全的Java推荐与搜索引擎.

Nndefaccts ⭐ 228

nnposter's alternate fingerprint dataset for Nmap script http-default-accounts

Pyranet ⭐ 226

Code for "Learning Feature Pyramids for Human Pose Estimation" (ICCV 2017)

End2end_neural_el ⭐ 206

Autoencoders_cf ⭐ 155

Videopredictioniclr2016 ⭐ 151

Linknet ⭐ 150

Samplernn_torch ⭐ 138

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

Im2text ⭐ 123

Im2Text extension to OpenNMT

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.

Mp Cnn Torch ⭐ 106

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

Relative_depth ⭐ 103

Code for the NIPS 2016 paper

Covert the UI design image into the skeleton code with deep learning

Facealignment Fhr ⭐ 94

Eccv16_attr2img ⭐ 90

Torch Implemention of ECCV'16 paper: Attribute2Image

Cartoongan ⭐ 87

Deep Soli ⭐ 86

Gesture Recognition Using Neural Networks with Google's Project Soli Sensor

Code repo for the EMOTIC dataset

Td Treelstm ⭐ 80

Top-down Tree LSTM (NAACL 2016) http://aclweb.org/anthology/N/N16/N16-1035.pdf

Cvpr2016_stylenet ⭐ 68

Code for our CVPR 2016 paper on Fashion styles in 128 floats.

Visual7w Qa Models ⭐ 63

Visual7W visual question answering models

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

Denserelationalcaptioning ⭐ 58

Code of Dense Relational Captioning

Fhr_alignment ⭐ 58

Code for our AAAI'19 paper "Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos"

Vehicle Make and Model Recognition Dataset (VMMRdb)

Nce Cnn Torch ⭐ 54

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

Torch In Action ⭐ 47

Code for the Torch in Action book

Spectral Lib ⭐ 44

Othogonalwn ⭐ 40

This project is the Torch implementation of our accepted AAAI 2018 paper : orthogonal weight normalization method for solving orthogonality constraints over Steifel manifold in deep neural networks (arXiv:1709.06079 )

Camera Relocalisation ⭐ 39

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

3ddensenet.torch ⭐ 37

3D DenseNet(torch version) for ModelNet40 dataset

Torch Datasets ⭐ 35

A collection of machine learning datasets for use with Torch7.

HiDDeN: Hiding Data with Deep Networks.

Dcgan Inpainting.torch ⭐ 33

Image completion with Torch

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

Cross View Image Synthesis ⭐ 29

[CVPR 2018] Cross-View Image Synthesis using Conditional GANs, [CVIU 2019] Cross-view image synthesis using geometry-guided conditional GANs

Dbcollection ⭐ 27

A collection of popular datasets for deep learning.

Primal Dual Networks ⭐ 24

Procnets Youcook2 ⭐ 23

Source code for paper "Towards Automatic Learning of Procedures from Web Instructional Videos"

A convolutional neural network to predict PPI interactions

Torchneuralconvo ⭐ 23

Deepnanodesign ⭐ 21

Hdf5 Udf ⭐ 20

User-Defined Functions for HDF5

Torch Kitti ⭐ 19

lua-torch code to load KITTI dataset

Torch Prednet ⭐ 19

Ss Infogan ⭐ 19

Semi-supervised InfoGAN

Aledataset ⭐ 18

Scripts to generate a dataset with static frames from the Arcade Learning Environment

3dcnn_mqa ⭐ 17

Deep convolutional networks for fold recognition

Code for GridNet

Orinet Demo ⭐ 16

The testing code for OriNet

Sentpair ⭐ 16

Modelling Sentence Pairs with Tree-structured Attentive Encoder https://arxiv.org/pdf/1610.02806.pdf

Personreid_normxcorr ⭐ 16

Deep neural network model introducing new novel matching layer called 'Normalized correlation' layer. This repository contains information about the datasets used, implementation code for our NIPS-2016 paper "Deep Neural Networks with Inexact Matching for Person Re-Identification"

Attending to Discriminative Certainty for Domain Adaptation

Cartographer_kitti_config ⭐ 13

cartographer configuration files for KITTI dataset including .lua and .launch

Refexp Comprehension ⭐ 12

Referring expression comprehension on ReferIt(RefClef)

Centeredwn ⭐ 11

This project is the Torch implementation of our ICCV 2017 paper: Centered Weight Normalization in Accelerating Training of Deep Neural Networks

Music4p3 ⭐ 10

MUltiband Satellite Imagery for object Classification (MUSIC) to detect Photovoltaic Power Plants

Deep_active_vision ⭐ 10

Code for "Data-to-text Generation with Style Imitation." [Findings of EMNLP 2020]

Cartographer_hector_tracker ⭐ 9

Provides Taurob Tracker (Team Hector variant) integration for Cartographer.

Msrsegnet ⭐ 9

MSRSegNet: Multi-Scale Residual Network for Semantic Segmentation

Training On Deepsat ⭐ 9

Train DeepSat dataset with Torch

Discriminatordomainadaptation ⭐ 8

Lidc Idri Preprocessing ⭐ 8

Code for preprocessing the LIDC-IDRI lung cancer screening CT scan dataset

Ubc Phototour Patches Torch ⭐ 8

Code to convert the phototour patches dataset from Brown et al. learning descriptors paper to torch-lua

Country_adjacency ⭐ 8

Country adjacency datasets

Learning cross-spectral similarity measures with deep convolutional neural networks code

Repository for MarioQA: Answering Questions by Watching Gameplay Videos in ICCV 2017

Ai Challenger Keypoint ⭐ 7

Kernel SVM in Torch 7

Semantic composition for vector spaces

Deepcloak ⭐ 7

ICLR16: DeepCloak: Masking Deep Neural Network Models for Robustness Against Adversarial Samples

Normprojection ⭐ 6

This project is the Torch implementation of the paper: Projection Based Weight Normalization for Deep Neural Networks (arXiv:1710.02338)

Facesvsplaces ⭐ 6

A clean and comprehensive Torch example, to be used as template.

Torch Inria ⭐ 5

Loads face, torso, body and background samples from INRIA dataset

Graphbasedrnn ⭐ 5

Graph-Based Recursive Neural Network for Vertex Classification

Torch Pose ⭐ 5

A Torch based toolkit for 2D single-person human pose estimation in images

Violence Recognition Avss ⭐ 5

Word_spotting ⭐ 5

Semantic and Verbatim Word Spotting in Torch

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