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computational-diffractive-optics-code

This repository hosts the some of the rudimentary codes for the project "Computational Design and Fabrication of Diffractive Optical Elements".

computational-fourier-optics-code

deepdeblur-pytorch

Deep Multi-scale CNN for Dynamic Scene Deblurring

deepdeblur_release

Deep Multi-scale CNN for Dynamic Scene Deblurring

dpc_withaberrationcorrection

M. Chen, Z. F. Phillips, and L. Waller, Quantitative differential phase contrast (DPC) microscopy with computational aberration correction, Opt. Express 26(25), 32888-32899 (2018).

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

endoscopic-datasets

汇总一下网络上公开的内窥镜数据集，包括但不限于肠镜、胃镜、腹腔镜、胶囊内镜等数据集。

faultseg

Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)

fiberbundleshapeanalysis

learn_pytorch

陈云_《深入学习框架pytorch：入门与实践》

lightfields

HW#3 Uses Matlab to compute a lightfield refocus

lownoise-phase-imaging-by-hybrid-uniform-and-structured-illumination-transport-of-intensity-equation

Matlab implementation of the algorithm presented in the research paper : https://doi.org/10.1364/OE.22.026696

machinelearning_python

机器学习算法python实现

mangasurvey

Manga survey data reduction pipeline

mitk-diffusion

MITK Diffusion - Official part of the Medical Imaging Interaction Toolkit

models

Models and examples built with TensorFlow

pix2pix-pytorch

PyTorch implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

pretrained-models

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

python-100-days

Python - 100天从新手到大师

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

pytorch-handbook2

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-inpainting-with-partial-conv

Unofficial pytorch implementation of 'Image Inpainting for Irregular Holes Using Partial Convolutions' [Liu+, ECCV2018]

pytorch-tutorial1

PyTorch Tutorial for Deep Learning Researchers

qpimage

Python library for manipulating quantitative phase images

ranging-and-light-field-imaging-with-transparent-photodetectors

MatLab implementation of simulations in "Ranging and Light Field Imaging with Transparent Photodetectors"

shift-net

Shift-Net: Image Inpainting via Deep Feature Rearrangement (ECCV, 2018)

shift-net_pytorch

Pytorch implementation of Shift-Net: Image Inpainting via Deep Feature Rearrangement (ECCV, 2018)

srgan

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network