Sicheng Hu's Projects
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, etc. Also support StyleGAN2, DFDNet.
A unofficial implementation of paper method that 'Bidirectional Recurrent Convolutional Networks for Multi-Frame Super-Resolution'
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (PyTorch) - We released the testing code!
homepage
the notes when learning CS231n
CVPR 2021 论文和开源项目合集
Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)
The code of ECL: Exclusive Curriculum Learning for Video Super-Resolution.
Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR and this repo is a mirror of BasicSR.
ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.
Gated Fusion Network for Joint Image Deblurring and Super-Resolution(BMVC 2018 Oral)
Lightweight Image Super-Resolution with Information Multi-distillation Network (ACM MM 2019, Winner Award of ICCVW AIM 2019 Constrained SR Track1&Track2)
Infographic
Image Restoration Toolbox (PyTorch). Training and testing codes for USRNet, DnCNN, FFDNet, SRMD, DPSR, ESRGAN
Latex 中英文模板合集 第二部分
Meta-SR: A Magnification-Arbitrary Network for Super-Resolution (CVPR2019)
一些机器学习算法的demo。普通最小二乘法,决策树(Iris鸢尾花数据集),KNN(mnist手写数字数据集),朴素贝叶斯分类西瓜数据集,trec06c数据集垃圾邮件分类(spam),逻辑斯蒂回归,随机梯度下降SGD与全梯度下降的对比,mnist中8和9的二分类,泰坦尼克号数据集。
Self-Supervised Multi-Frame Monocular Scene Flow (CVPR 2021)
the notes when reading paper
深度学习经典、新论文逐段精读
Progressive Fusion Video Super-Resolution Network via Exploiting Non-Local Spatio-Temporal Correlations
Pseudo-3D Convolutional Residual Networks for Video Representation Learning
A quickstart and benchmark for pytorch distributed training.
PyTorch Tutorial for Deep Learning Researchers