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Xinchen Yan's Projects

nips16_ptn icon nips16_ptn

Torch Implementation of NIPS'16 paper: Perspective Transformer Nets

optim icon optim

A numeric optimization package for Torch.

pointsetgeneration icon pointsetgeneration

Code for ``A Point Set Generation Network for 3D Object Reconstruction from a Single Image''

prnet icon prnet

Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network (ECCV 2018)

pspnet icon pspnet

Repository for paper https://arxiv.org/abs/1612.01105

pt2pc icon pt2pc

PT2PC: Learning to Generate 3D Point Cloud Shapes from Part Tree Conditions

renderforcnn icon renderforcnn

Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views

smalify icon smalify

This repository contains an implementation for performing 3D animal (quadruped) reconstruction from a monocular image or video. The system adapts the pose (limb positions) and shape (animal type/height/weight) parameters for the SMAL deformable quadruped model, as well as camera parameters until the projected SMAL model aligns with 2D keypoints and silhouette segmentations extracted from the input frame(s).

spade icon spade

Semantic Image Synthesis with SPADE

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

torch-rnn icon torch-rnn

Efficient, reusable RNNs and LSTMs for torch

up icon up

Official code repository for the paper "Unite the People – Closing the Loop Between 3D and 2D Human Representations".

von icon von

[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.

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