marshuang80

gloria

GLoRIA: A Multimodal Global-Local Representation Learning Framework forLabel-efficient Medical Image Recognition

cell-segmentation

PyTorch implementation of several neural network models for cellular image segmentation

penet

pe_fusion

ml-scl

Multi Label Supervised Contrastive Learning

pe-slice-finder

Detect CT Slices with Pulmonary Embolism

style-transfer

_marshuang80.github.io

adios

AI-Deep-Learning-Lab-2021

Data, notebooks, and articles associated with the RSNA AI Deep Learning Lab at RSNA 2021

AI-Deep-Learning-Lab-2022

CAD_PE

ccvqa.github.io

Compare & Contrast VQA: Can Vision-Language Models Distinguish Subtle Dual-Image Differences?

ControlGAN

Pytorch implementation for Controllable Text-to-Image Generation.

deep-dream

domino

frontierml.github.io

gcloud

Google Cloud tutorial and setup

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

HDGan

Pytorch implementation of HDGan

marshuang80.github.io

napari

napari: a Qt- and VisPy-based ndarray visualization tool

net2net

Network-to-Network Translation with Conditional Invertible Neural Networks

outlier_detector

A program to detect outlier from a stream of data

pytorch-template

Starter template for pytorch models

scikit-image

Image processing in Python

scipy

Scipy library main repository

segmentify

Python image segmentation plugin

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

ten_simple_rules

Ten Simple Rules for Reproducible Research with Jupyter Notebooks