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GitHub / lxaw / mamba-tumor-seg
Segmentation of cancerous tumors using Mamba. Code, resources, and paper provided. We manage to make a small (42k param) model that can segment pretty well.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lxaw%2Fmamba-tumor-seg
Stars: 3
Forks: 0
Open Issues: 0
License: None
Language: Jupyter Notebook
Repo Size: 159 MB
Dependencies:
173
Created: 5 months ago
Updated: 20 days ago
Last pushed: 20 days ago
Last synced: 20 days ago
Topics: image-segmentation, mamba, mamba-image, mamba-image-segmentation, mamba-model, mamba-segment, mamba-state-space-models, segment, segmentation, segmentation-datasets, segmentation-models, segmentation-models-pytorch, tumor-segmentation, u-mamba, u-net, u-net-pytorch
Files
Dependencies
- causal-conv1d ==1.1.1
- dynamic-network-architectures *
- ipykernel *
- mamba-ssm *
- nnunetv2 *
- openpyxl *
- pandas *
- scikit-learn *
- tensorflow *
- torchvision *