jerr-dai Goto Github PK

deep-learning-color-for-manga

Implements the Pix2Pix TF architecture (cGAN for image translation) in Python 3.5, TF 1.12 to deeplearn colorization for black and white sketches, manga, and anime

dflat

DFlat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may be used for any end-to-end imaging and sensing task.

dflat-tensorflow

(Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may be used for any end-to-end imaging and sensing task.

gan_for_metasurface

GAN-enabled metasuraface design

glonet

Global optimization based on generative neural networks

glonet-lumericalapi

GLOnet https://github.com/jonfanlab/GLOnet interact with Lumerial FDTD solutions

glonet_for_thin_film

makeyourownneuralnetwork

Code for the Make Your Own Neural Network book

metagrating-topology-optimization

metalens

Design, optimize, & simulate metasurface lenses (aka diffractive lenses), beam deflectors, gratings etc

metalens_inverse_design

multi-image-synthesis

The code repository for the 2023 ICCP Paper: Polarization Multi-Image Synthesis with Birefringent Metasurfaces

neuroptica

Flexible simulation package for optical neural networks

nidn

Neural Inverse Design of Nanostructures

optometrika

Optometrika MATLAB library implements analytical and iterative ray tracing approximation to optical image formation using Snell’s and Fresnel’s laws of refraction and reflection.

pg-glonet

Progressively growing GLOnet

pytorch-deep-learning-examples

A small collection of .ipynb notebooks that implements basic tests and demos of some repositories published in computer vision journals

rcwa-glonet

RCWA-Engine GLONET

spins-b

Photonic optimization library

wavetorch

🌊 Numerically solving and backpropagating through the wave equation