UCLACOMPSCI / Image-Classification
Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.
☆40Updated 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
- 看過All-optical machine learning using diffractive deep neural networks論文，實現代碼☆27Updated 6 years ago
- D2NN TRANNING SCRIPT☆64Updated 6 years ago
- Optical diffraction neural network on PyTorch☆30Updated 2 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆107Updated 3 years ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆12Updated last year
- ☆10Updated 4 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆38Updated last year
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆13Updated 10 months ago
- Pytorch version of D2NN☆72Updated last year
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆32Updated 2 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆131Updated 3 years ago
- Source code for 'Depolarized Holography with Polarization-multiplexing Metasurface' (SIGGRAPH ASIA 2023)☆13Updated last year
- 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。☆26Updated last year
- unofficial python version of holoencoder (from "High-speed computer-generated holography using an autoencoder-based deep neural network"…☆18Updated 2 years ago
- Simple implementation of Gerchberg-Saxton algorithm☆17Updated 3 years ago
- ☆10Updated 2 years ago
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆29Updated 5 years ago
- Code for inverse design of metasurface☆12Updated last year
- neural network trained to retrieve the amplitude and phase of objects by measurement of their diffraction pattern☆19Updated 4 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆30Updated 4 years ago
- Design code and examples for polarization-analyzing metasurface gratings as in Rubin et al., "Matrix Fourier optics enables a compact ful…☆16Updated 6 months ago
- ☆13Updated last year
- Lensless imaging reconstruction code using Wirtinger gradient descent optimization☆18Updated last year
- Collection of hologram optmization algorithms, inclusing alternating projection, quasi-Newton method, stochastic gradient descent☆36Updated 8 months ago
- Diffraction Deep Neural Networks(D2NN)☆157Updated 2 years ago
- ☆14Updated 5 years ago
- High-speed computer-generated holography (CGH) using autoencoder-based deep neural network☆54Updated last year
- ☆11Updated 4 years ago
- In this study, we propose a deep-learning-based method to image through dynamic scattering media in a non-invasive manner under incoheren…☆21Updated 6 months ago
- A program using pytorch to simulate diffracive deep nerual network (D2NN), containing updates (relative to the original paper) of incoher…☆37Updated 5 months ago