Downloads · 30 days
0
AMAES_resenc_b_fomo300k
FOMO-MRI/AMAES_resenc_b_fomo300k
AMAES_resenc_b_fomo300k is a image segmentation model from FOMO-MRI. Use it for the image segmentation task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-nc-sa-4.0.
This repository contains the checkpoint of the model from the FOMO300K paper.
Access
Public
Updated May 27, 2026
Repo size
2.3 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.ckpt1.2 GB · 100%
At a glance
- Task
- Image Segmentation
- License
- cc-by-nc-sa-4.0
- Access
- Public
- Created
- Jan 22, 2026
- Updated
- May 27, 2026
- SHA
- 75cb10b8
Datasets
Model card
From the Hugging Face model README
ResEnc UNet pretrained on FOMO300K using AMAES
This repository contains the checkpoint of the model from the FOMO300K paper.
NB: This checkpoint was trained on an earlier version of FOMO300K, which included 11K scans that are no longer part of the dataset.
- Network: Resenc Unet B with 102M parameters (model definition)
- Pretext Task: AMAES.
- Dataset: FOMO300K.
- Code: Asparagus.
Finetuning the model for Segmentation tasks
To finetune the model with the configs used in the paper, simply use the following command
asp_finetune_seg \
--config-name projects/datapaper/finetune/resenc_[dataset]_fewshot.yaml \
checkpoint_path=path/to/checkpoint.ckpt
where [dataset] is one of {cerebrum, wmh, isles, atlas, sbm}.
Installing Asparagus
For instructions on how to install asparagus, preprocess your data, and make your own configs, please refer to the Asparagus Readme.
- Task
- Image Segmentation
- License
- cc-by-nc-sa-4.0
- Created
- Jan 22, 2026
- Updated
- May 27, 2026