Pinned Repositories
Deep-Mapping-Regression-Model
DMRM for diffractive optical neural network
TMM_Neural_network
opticalCNN
hybrid optical electronic convolutional neural networks
AccLearningONN
Acceleration method for learning fine-layered optical neural networks
AI-Change-face-in-the-video
将视频中的人脸更换为指定照片中的人脸，并且输出视频。
airynet
Code for "Deep neural networks for classifying complex features in diffraction images", Zimmermann et al. (2019) (Phys. Rev. E 99, 063309)
all-optical-neural-networks
Supporting code for "End-to-end optical backpropagation for training neural networks".
caj2pdf-qt
CAJ 转 PDF 转换器（GUI 版本）
CLP-Net
code
This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"
zhemglee-en's Repositories
zhemglee-en/zhemglee-en.github.io
My personal homepage
zhemglee-en/XRD_denoising
X-ray diffraction denoising using deep convolutional neural networks
zhemglee-en/Orbital-Angular-Momentum
zhemglee-en/pacbed
A repository for the training of neural networks in position averaged convergent beam electron diffraction.
zhemglee-en/GAN
zhemglee-en/ISP-Guide
Image Signal Processing (ISP) Guide
zhemglee-en/D2NN-with-Pytorch
Pytorch version of D2NN
zhemglee-en/DNN2
Diffractive neural network
zhemglee-en/D2NN
D2NN
zhemglee-en/Deep-Mapping-Regression-Model
DMRM for diffractive optical neural network
zhemglee-en/Diffractive-Deep-Neural-Network
zhemglee-en/ltmnet
Learning Tone Curves for Local Image Enhancement
zhemglee-en/SmartGlass
SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classifier (e.g. classify hand-written digits MNIST dataset). Besides, the framework can also be used to design optics based on a task like focusing and beam steering. However, custom object functions should be defined.
zhemglee-en/wandb-pytorch-gan-mnist-demo
Generating MNIST handwritten digit images by GANs built on PyTorch and visualize/track it with Weights & Biases.
zhemglee-en/DNN1
Diffractive neural network
zhemglee-en/DVAE
Diffraction Neural Network of Variational Autoencoder
zhemglee-en/Self-Holo
Diffraction model-informed neural network for unsupervised layer-based computer-generated holography
zhemglee-en/caj2pdf-qt
CAJ 转 PDF 转换器（GUI 版本）
zhemglee-en/DNN
Optical diffraction neural network on PyTorch
zhemglee-en/Diffractive-Deep-Neural-Networks
Diffraction Deep Neural Networks(D2NN)
zhemglee-en/Diffractive-Neural-Network-PH-202
Repository for Diffractive Neural Network Course project under PH202
zhemglee-en/OAM-PHIN-Viewer
View the Phase and intensity of an OAM mode, given L, P, f, Time
zhemglee-en/ISPAlgorithmStudy
from https://gitee.com/wtzhu13/ISPAlgorithmStudy
zhemglee-en/Multidimensional_Information_Assisted_Deep_Learning_Realizing_Flexible_Recognition_of_Vortex_Beam_Mo
This project made use of both intensity and phase information to recognize orbital angular momentum mode.
zhemglee-en/Diffractive-Neural-Network
zhemglee-en/D2NN-Diffractive-Deep-Neural-Network
D2NN on Matlab Platform
zhemglee-en/ONNet
Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation
zhemglee-en/TMM_Neural_network
zhemglee-en/AccLearningONN
Acceleration method for learning fine-layered optical neural networks
zhemglee-en/pyoam
python orbital angular momentum codes