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Steve Zhang's Blog

covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

ct-denoising

cvxpy

A Python-embedded modeling language for convex optimization problems.

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

deep_learning_object_detection

A paper list of object detection using deep learning.

gasyori100knock

画像処理100本ノックして画像処理を画像処理して画像処理するためのもの For Japanese, English and Chinese

image_segmentation

pytorch Implementation of U-Net, R2U-Net, Attention U-Net, Attention R2U-Net.

m2det

M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network

medicaltorch

A medical imaging framework for Pytorch

models

Models and examples built with TensorFlow

monaistream

The codebase is currently under active development.

numpy-ml

Machine learning, in numpy

prml

PRML algorithms implemented in Python

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

py-faster-rcnn-windows

py-faster-rcnn that can compile on windows directly

pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks.

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

radiomics

MATLAB programming tools for radiomics analysis

raspberry_tutorial

singan

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

vs-net

Variable splitting network for accelerated parallel MRI reconstruction