UCLACOMPSCI / Image-ClassificationLinks
Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.
☆41Updated 6 years ago
Alternatives and similar repositories for Image-Classification
Users that are interested in Image-Classification are comparing it to the libraries listed below
Sorting:
- 看過All-optical machine learning using diffractive deep neural networks論文,實現代碼☆27Updated 6 years ago
- D2NN TRANNING SCRIPT☆65Updated 6 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆110Updated 4 years ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆12Updated last year
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆14Updated last year
- ☆11Updated 5 years ago
- 相位恢复算法相关的几种算法,包括角谱迭代算法,GS算法,TTIE强度方程恢复算法,以及算法的结合。☆31Updated last year
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆135Updated 3 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆43Updated 2 years ago
- ☆14Updated 2 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆32Updated 4 years ago
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆29Updated 5 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆35Updated 2 years ago
- Pytorch version of D2NN☆79Updated 2 years ago
- Source code for 'Depolarized Holography with Polarization-multiplexing Metasurface' (SIGGRAPH ASIA 2023)☆13Updated last year
- unofficial python version of holoencoder (from "High-speed computer-generated holography using an autoencoder-based deep neural network"…☆18Updated 3 years ago
- Collection of hologram optmization algorithms, inclusing alternating projection, quasi-Newton method, stochastic gradient descent☆43Updated 11 months ago
- High-speed computer-generated holography (CGH) using autoencoder-based deep neural network☆57Updated last year
- Diffraction Deep Neural Networks(D2NN)☆173Updated 2 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆24Updated last year
- RCWA simulation of metasurface library☆11Updated 2 years ago
- ☆10Updated 2 years ago
- A multi-scale differential optimization framework for diffractive optical systems.☆45Updated last year
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 2 years ago
- GS算法得到图像相位☆53Updated 7 years ago
- A program using pytorch to simulate diffracive deep nerual network (D2NN), containing updates (relative to the original paper) of incoher…☆42Updated 2 months ago
- A tidy MATLAB implementation of angular spectrum method to calculate beam propagation. Interesting examples included.☆14Updated 2 years ago
- neural network trained to retrieve the amplitude and phase of objects by measurement of their diffraction pattern☆19Updated 4 years ago
- The code repository for the 2023 ICCP Paper: Polarization Multi-Image Synthesis with Birefringent Metasurfaces☆16Updated last year
- Simple implementation of Gerchberg-Saxton algorithm☆16Updated 4 years ago