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MuSong's Projects

activecut icon activecut

Active learning based interactive image segmentation tool

albumentations icon albumentations

fast image augmentation library and easy to use wrapper around other libraries

am-softmax icon am-softmax

This is an AM-Softmax tutorial and keras implementation.

apex icon apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

context_aug icon context_aug

Context-driven data augmentation for Object Detection (ECCV'18)

cpmnetv2 icon cpmnetv2

CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans

ctp icon ctp

Used to create perfusion maps of computed tomography perfusion

darkflow icon darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

dcnv2 icon dcnv2

Deformable Convolutional Networks v2 with Pytorch

ddpm icon ddpm

PyTorch DDPM implementation

deeplung icon deeplung

WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"

density_estimation icon density_estimation

Playground for nonparametric density estimation methods, course project for Physics PhD course on Statistics and Data Analysis @ University of Padova

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

divnet icon divnet

Official pytorch implementation of the paper “DivNet for Unsupervised Cross-modality Image Registration”

dsc-mri-toolbox icon dsc-mri-toolbox

Dynamic Susceptibility Contrast MRI toolbox - AIF selection, deconvolution and leakage correction

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