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adoudou2008's Projects

attention-gated-networks icon attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

attentionimageclass icon attentionimageclass

Multi-label Image Recognition by Recurrently Discovering Attentional Regions (Pytorch implementation)

batchgenerators icon batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

fpn.pytorch icon fpn.pytorch

Pytorch implementation of Feature Pyramid Network (FPN) for Object Detection

interactiveimagesegmentation icon interactiveimagesegmentation

An interactive image segmentation tool for image segmentation labeling, which use GrabCut and implemented in OpenCV 3 and Python.

medicalnet icon medicalnet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

pct icon pct

CT Perfusion Toolbox

pytorch-3dunet icon pytorch-3dunet

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

segwithdistmap icon segwithdistmap

How distance transform maps can assist medical image segmentation?

slicseg icon slicseg

An API and GUI application for semi-automated interactive segmentation of medical images.

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