Projects in Awesome Lists tagged with medical-image-segmentation

https://github.com/PaddlePaddle/PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

autonomous-driving human-segmentation image-matting image-segmentation interactive-segmentation lane-detection medical-image-segmentation panoptic-segmentation semantic-segmentation transformer video-segmentation

Last synced: 02 Aug 2024

https://github.com/open-mmlab/mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

deeplabv3 image-segmentation medical-image-segmentation pspnet pytorch realtime-segmentation retinal-vessel-segmentation semantic-segmentation swin-transformer transformer vessel-segmentation

Last synced: 29 Sep 2024

https://github.com/black0017/medicalzoopytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

3d-convolutional-network brats2018 brats2019 deep-learning densenet iseg iseg-challenge medical-image-processing medical-image-segmentation medical-imaging mrbrains18 pytorch resnet segmentation segmentation-models unet unet-image-segmentation

Last synced: 30 Sep 2024

https://github.com/black0017/MedicalZooPytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

3d-convolutional-network brats2018 brats2019 deep-learning densenet iseg iseg-challenge medical-image-processing medical-image-segmentation medical-imaging mrbrains18 pytorch resnet segmentation segmentation-models unet unet-image-segmentation

Last synced: 03 Aug 2024

https://github.com/frankkramer-lab/MIScnn

A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning

clinical-decision-support computer-vision convolutional-neural-networks deep-learning framework healthcare-imaging medical-image-analysis medical-image-processing medical-image-segmentation medical-imaging neural-network pip segmentation tensorflow

Last synced: 03 Aug 2024

https://github.com/HiLab-git/WSL4MIS

Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.

medical-image-segmentation weakly-supervised-learning weakly-supervised-segmentation

Last synced: 31 Jul 2024

https://github.com/BWGZK/CycleMix

[CVPR 2022] CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision

medical-image-segmentation mixup scribble scribble-segmentation scribble-supervision segmentation weakly-supervised-segmentation

Last synced: 31 Jul 2024

https://github.com/trivendev/fedslag

The implementation of HSFL for MIS.

federated-learning medical-image-segmentation pytorch

Last synced: 01 Oct 2024