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

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

Feedforward style transfer

Torch implementation of DeepMask and SharpMask

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

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

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

3.8% and 18.3% on CIFAR-10 and CIFAR-100

Deep Residual Networks with 1K Layers

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

Learning from Synthetic Humans, CVPR 2017

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

Train a deeper LSTM and normalized CNN Visual Question Answering model. This current code can get 58.16 on OpenEnded and 63.09 on Multiple-Choice on test-standard.

Code to test and use the model from "Stacked Hourglass Networks for Human Pose Estimation"

BodyNet: Volumetric Inference of 3D Human Body Shapes, ECCV 2018

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

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

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

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.

Torch7 implementation of Grid LSTM as described here: http:https://arxiv.org/pdf/1507.01526v2.pdf

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

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

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

Torch Implementation of NIPS'16 paper: Perspective Transformer Nets

Code for the NIPS 2016 paper

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

Training code for "Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose", CVPR 2017

Style and Structure GAN (ECCV 2016)

Code for "Ordinal Depth Supervision for 3D Human Pose Estimation", CVPR 2018

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