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zhipengY's Projects

srez icon srez

Image super-resolution through deep learning

srntt icon srntt

Image Super-Resolution by Neural Texture Transfer

super-resolution icon super-resolution

Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution

tecogan icon tecogan

This repo contains source code and materials for the TEmporally COherent GAN SIGGRAPH project.

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-espcn icon tensorflow-espcn

TensorFlow implementation of the Efficient Sub-Pixel Convolutional Neural Network

tsfpaper icon tsfpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

ugan-pytorch icon ugan-pytorch

Color restoration of underwater images with UGAN, implemented with PyTorch.

unsup-stereo-depthgan icon unsup-stereo-depthgan

Code of "Unsupervised Adversarial Depth Estimation using Cycled Generative Networks" 3DV2018

uwcnn icon uwcnn

Code and Datasets for "Underwater Scene Prior Inspired Deep Underwater Image and Video Enhancement", Pattern Recognition, 2019

video_features icon video_features

Extract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features.

videosuperresolution icon videosuperresolution

A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.

water-net_code icon water-net_code

Code repository for our paper Chongyi Li, Chunle Guo, Wenqi Ren, Runmin Cong, Junhui Hou, Sam Kwong, Dacheng Tao , "An Underwater Image Enhancement Benchmark Dataset and Beyond" IEEE TIP 2019.

watergan icon watergan

Source code for "WaterGAN: Unsupervised Generative Network to Enable Real-time Color Correction of Monocular Underwater Images"

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