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Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine
Fourier Ptychography Datasets and Codes
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
Tensorflow implementation of the SRGAN algorithm for single image super-resolution
An implementation of SRGAN model in Keras
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
Image-to-Image Translation in PyTorch
FDTD Solutions Script Library for Metasurface Holographic (FSMH)
C++ source code for FDTD simulations of time-varying metasurfaces for frequency manipulation (work in progress)
最简单的基于SRGAN网络的实现， 附带已训练好的模型及GIF生成代码， 更适合作为Demo展示
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also …
Photo Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras
Image Super-Resolution Using SRCNN, DRRN, SRGAN, CGAN in Pytorch
A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
Implementation of SRGAN in Keras. Try at: www.fixmyphoto.ai
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras
PyTorch implementations of Generative Adversarial Networks.
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
Matlab code for Noise suppression for ballistic-photons based compressive in-line holographic imaging through inhomogeneous medium
Dense-U-net: Dense encoder-decoder network for holographic imaging of 3D particle field
Lensless imaging using Fresnel zone plate
Implementation of the Frequency Subspace Amplitude Flow algorithm for Phase Retrieval
NTU ML2017 Spring and Fall Homework Hung-yi_Li 李宏毅老师 机器学习课程作业