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:
- D2NN TRANNING SCRIPT☆65Updated 6 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文，實現代碼☆27Updated 6 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆112Updated 4 years ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆12Updated last year
- ☆10Updated 2 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆135Updated 3 years ago
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆30Updated 5 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆34Updated 4 years ago
- ☆11Updated 5 years ago
- Diffraction Deep Neural Networks(D2NN)☆179Updated 2 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆44Updated 2 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆35Updated 2 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
- High-speed computer-generated holography (CGH) using autoencoder-based deep neural network☆57Updated last year
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 2 years ago
- Pytorch version of D2NN☆86Updated 2 years ago
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆14Updated last year
- simple matlab function of angular spectrum method of fast calculation of diffraction with band limitation setting, zero padding setting a…☆19Updated 3 years ago
- Collection of hologram optmization algorithms, inclusing alternating projection, quasi-Newton method, stochastic gradient descent☆44Updated last year
- Source code for 'Depolarized Holography with Polarization-multiplexing Metasurface' (SIGGRAPH ASIA 2023)☆13Updated last year
- Code for inverse design of metasurface☆14Updated last year
- Lensless imaging reconstruction code using Wirtinger gradient descent optimization☆18Updated 2 years ago
- Repository for "Multilevel Diffractive Optics Design".☆32Updated 8 months ago
- unofficial python version of holoencoder (from "High-speed computer-generated holography using an autoencoder-based deep neural network"…☆18Updated 3 years ago
- Design code and examples for polarization-analyzing metasurface gratings as in Rubin et al., "Matrix Fourier optics enables a compact ful…☆23Updated 3 months ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆12Updated last year
- RCWA simulation of metasurface library☆11Updated 2 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆25Updated last year
- diffraction model-driven network for 4K computer-generated holography☆22Updated last year
- 计算机生成全息图(CGH)MATLAB函数库☆72Updated 4 years ago