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shangyueweiliang's Projects

bayesr icon bayesr

The official implementation of "Bayesian Image Super-Resolution with Deep Modeling of Image Statistics" via TensorFlow

color-constancy-pix2pix icon color-constancy-pix2pix

Supporting code to the paper "Conditional GANs for Multi-Illuminant Color Constancy: Revolution or Yet Another Approach?"

color_recognition icon color_recognition

:art: Color recognition both on a webcam stream in real-time and on a single image using K-Nearest Neighbors Machine Learning classification algorithm is trained with Color Histogram Features.

color_transfer icon color_transfer

Performs color transfer between two images. Loosely based on the "Color Transfer between Images" paper by Reinhard et al., 2001.

cross-scale-non-local-attention icon cross-scale-non-local-attention

PyTorch code for our paper "Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining" (CVPR2020).

cyclegan icon cyclegan

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

dbpn-pytorch icon dbpn-pytorch

The project is an official implement of our CVPR2018 paper "Deep Back-Projection Networks for Super-Resolution" (Winner of NTIRE2018 and PIRM2018)

dpsr icon dpsr

Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)

espcn-tensorflow icon espcn-tensorflow

An implementation of the Efficient Sub-Pixel Convolutional Neural Network in TensorFlow

falsr icon falsr

Fast, Accurate and Lightweight Super-Resolution models

fc4 icon fc4

Code and resources for "FC4 : Fully Convolutional Color Constancy with Confidence-weighted Pooling" (CVPR 2017)

feed-forward-style-transfer icon feed-forward-style-transfer

TensorFlow implementation of real-time style transfer using feed-forward generation. This builds on the original style-transfer algorithm and allows for common personal computers to transform images.

ffcc icon ffcc

Fast Fourier Color Constancy: an auto white balance solution with machine learning in Fourier space

graphonomy icon graphonomy

Graphonomy: Universal Human Parsing via Graph Transfer Learning

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