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Scalesurfer v8

This repository contains the ScaleSurfer 3D TransUNet volume segmentation checkpoint fine-tuned for FreeSurfer v8 labels.

Sourcehuggingface.co/rphammonds/scalesurfer-v8/tree/5764b690df77604c76db0565eb371b1926cc81b6
TypeOtherVersionRevision 5764b69BClasse

Source du modèle

Type
Other
Taille du fichier
10,0 MB
Version
vRevision 5764b69
Mis à jour
1 nov. 2026
Téléchargements
5
Source
Hugging Face

Description de la source

ScaleSurfer FreeSurfer v8 Volume Model

This repository contains the ScaleSurfer 3D TransUNet volume segmentation checkpoint fine-tuned for FreeSurfer v8 labels.

Files

  • transunet3d.safetensors: model weights in safetensors format.
  • config.json: architecture and checkpoint configuration.
  • metadata.json: conversion checksums and sanitized training/evaluation metadata.

Metrics

Split countsBest validation CEFinal test CE
train=386, val=48, test=480.041811018794154130.03888384365321448

Loading

ScaleSurfer resolves this model automatically when ScaleSurfer(..., fs_version=8) is used.

This model is intended for research workflows and is not a clinical diagnostic device.

Sources

1 source
Hugging FacePrincipalVersion 5764b690df77604c76db0565eb371b1926cc81b6
huggingface.co/rphammonds/scalesurfer-v8/tree/5764b690df77604c76db0565eb371b1926cc81b6

Vérifié 1 nov.

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Repository files

File inventory only; completeness is unverified.

Artefacts du modèle

1 artefact

transunet3d.safetensors

safetensors · FP32 (unverified) · 10,0 MB · SHA-256 13d135a87c5d…ed69 · Hugging Face

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Extraits de sources

2 extraits
Readme18 aoûthuggingface.co/rphammonds/scalesurfer-v8

--- library_name: pytorch pipeline_tag: image-segmentation tags: - medical-imaging - freesurfer - segmentation - safetensors - scalesurfer --- # ScaleSurfer FreeSurfer v8 Volume Model This repository contains the ScaleSurfer 3D TransUNet volume segmentation checkpoint fine-tuned for FreeSurfer v8 labels. ## Files - `transunet3d.safetensors`: model weights in safetensors format. - `config.json`: architecture and checkpoint configuration. - `metadata.json`: conversion checksums and sanitized training/evaluation metadata. ## Metrics | Split counts | Best validation CE | Final test CE | | --- | ---: | ---: | | train=386, val=48, test=48 | 0.04181101879415413 | 0.03888384365321448 | ## Loading ScaleSurfer resolves this model automatically when `ScaleSurfer(..., fs_version=8)` is used. This model is intended for research workflows and is not a clinical diagnostic device.

Note18 aoûthuggingface.co/rphammonds/scalesurfer-v8

Source context: 5 downloads · 0 likes · Pipeline image-segmentation · Library pytorch · Repo rphammonds/scalesurfer-v8