cheerddd

fdtd

A 3D electromagnetic FDTD simulator written in Python with optional GPU support

NIDN

Neural Inverse Design of Nanostructures

GLOnet

Global optimization based on generative neural networks

colour

Colour Science for Python

CGAN-PyTorch

Simple implementation of conditional general adverse nets in pytorch machine learning framework

V2O5_app

A deep learning based image segmentation model

Image-sensing-with-multilayer-nonlinear-optical-neural-networks

Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations

AuNR_DTR

DL-SR

Tensorflow/keras implementation for image transformation from low-resolution (LR) image to super-resolved one, including single wide-field (WF) image super-resolution prediction and SIM reconstruction.

dtree

A simple pure-Python decision tree construction algorithm

dtreeviz

A python library for decision tree visualization and model interpretation.

trt-elan

该项目实现了图像超分辨率算法ELAN的TensorRT版本。

PSSR

Deep Learning-Based Point-Scanning Super-Resolution (PSSR)

AutoDetect-mNP

TransCeption

Official code for Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach

DRPE_CS

Implementation of Secure image encryption scheme using double random-phase encoding and compressed sensing

code

This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"

CBIM-Medical-Image-Segmentation

A PyTorch framework for medical image segmentation

segmentation

Code for my master's thesis. Instance segmentation of fluorescence microscopy images with deep learning.

Unet-Segmentation-Pytorch-Nest-of-Unets

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

CEAL-Medical-Image-Segmentation

Active Deep Learning for Medical Imaging Segmentation

image-segmentation-keras

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

BCDU-Net

BCDU-Net : Medical Image Segmentation

FDTD

Finite Difference in Time Domain (FDTD) method provides the simulation in nano structure. It can be applied on researches of Solid-state physics.

Deprecated-project-moved-to-multiagents_Reinforcement_learning_solarcells_optimization

Leading collaboration project within University of St Andrews, UK. Solar cell structures optical properties optimization

pyMieLayers

Transfer Matrix code written in Python for the calculation of the fields and scattering properties of multi-layered cylinders coated with 2D materials and metasurfaces.

Metasurface-Inverse-Design

Metasurface

GratingsWorld

Inverse design of metasurface using Generative Adversarial Neural Network

doublet_opt

doublet metasurface optimization