JunlinHan

latent-energy-transport

ARFlow

The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".

latent-composition

anycost-gan

[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

Robust-Color-Guided-Depth-Map-Restoration

Liu, W., Chen, X., Yang, J., & Wu, Q. (2017). Robust color guided depth map restoration. IEEE Transactions on Image Processing, 26(1), 315-327.

Semi-Global-Weighted-Least-Squares-in-Image-Filtering

This is the released code for the following paper: "Semi-global weighted least squares in image filtering.", Wei Liu, Xiaogang Chen, Chuanhua Shen, Zhi Liu, and Jie Yang. In ICCV 2017.

RAFT

multi-spectral_to_RGB

DALL-E

PyTorch package for the discrete VAE used for DALL·E.

Super-BPD

Super-BPD: Super Boundary-to-Pixel Direction for Fast Image Segmentation (CVPR 2020)

Comparison-of-Disparity-Estimation-Algorithms

Implementation of simple block matching, block matching with dynamic programming and Stereo Matching using Belief Propagation algorithm for stereo disparity estimation

FPN-Semantic-segmentation

use FPN to FPN-Semantic-segmentation。pytorch version

Graduate_Application

Documents used for grad school application

underwater_dark_chennel

UDCP

stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

stylegan2-pytorch

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

stylegan2-pytorch

Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch

stylegan2-colab

StyleGAN2 - Colab Notebook containing code for training + visualization + projection

SGDepth

[ECCV 2020] Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance

D2HC-RMVSNet

The official repository of the paper "Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking" (ECCV2020 Spotlight)

X-StereoLab

SOS IROS 2018 GOOGLE; StereoNet ECCV2018 GOOGLE; ActiveStereoNet ECCV2018 Oral GOOGLE; HITNET CVPR2021 GOOGLE；PLUME Uber ATG

consistent_depth

We estimate dense, flicker-free, geometrically consistent depth from monocular video, for example hand-held cell phone video.

pwc-net.pytorch

Off-the-shelf PWC-Net module in PyTorch-1.0＋

image-to-image-papers

🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)

taming-transformers

Taming Transformers for High-Resolution Image Synthesis

dissect

Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural Network"

GeoNet

Code for GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose (CVPR 2018)

GANet

GA-Net: Guided Aggregation Net for End-to-end Stereo Matching

GwcNet

Group-wise Correlation Stereo Network, CVPR 2019

FlowNetPytorch

Pytorch implementation of FlowNet by Dosovitskiy et al.