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xwjBupt's Projects

acc-unet icon acc-unet

ACC-UNet is A Completely Convolutional UNet model inspired from transformer-based UNets

activitynet icon activitynet

This repository is intended to host tools and demos for ActivityNet

adamchallenge icon adamchallenge

The Aneurysm Detection And segMenation Challenge: http://adam.isi.uu.nl/

antspy icon antspy

Advanced Normalization Tools in Python

apdetection icon apdetection

Code repository for "Improving Detection of Small Oriented Objects in Aerial Images", WACV 2023 MaCVi - Best Paper Award

atlas icon atlas

A space to log issues, updates, and software related to the ATLAS (Anatomical Tracings of Lesions After Stroke) database.

attention-gated-networks icon attention-gated-networks

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

axial-deeplab icon axial-deeplab

This is a PyTorch re-implementation of Axial-DeepLab (ECCV 2020 Spotlight)

batchgenerators icon batchgenerators

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

bbn icon bbn

The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition

brain_tumour_segmentation icon brain_tumour_segmentation

Code for training a 3DUnet for Brain tumour segmentation from Brats 2019 dataset; for feature extraction from the segmented volumes and for survival prediction. Run train.py for training, segment.py for segmenting test scans and evaluate.py for evaluating the performance of those segmentations. Basic code also written to perform survival prediction with a random forest classifiier.

brats2018-tumor-segmentation icon brats2018-tumor-segmentation

We provide DeepMedic and 3D UNet in pytorch for brain tumore segmentation. We also integrate location information with DeepMedic and 3D UNet by adding additional brain parcellation with original MR images.

brats2018-tumor-segmentation-1 icon brats2018-tumor-segmentation-1

We provide DeepMedic and 3D UNet in pytorch for brain tumore segmentation. We also integrate location information with DeepMedic and 3D UNet by adding additional brain parcellation with original MR images.

brpnet icon brpnet

Pytorch Implement of Boundary-assisted Region Proposal Networks for Nucleus Segmentation

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