Pretrained models MICCAI surgtoolloc

[pejokoe]

As suggested by the title, I am wondering about the availability of fully trained models for the classification and detection components of the solution for the MICCAI surgtoolloc competition, found in /tutorials/tree/main/competitions/surgtoolloc.
I would like to take first experimental steps towards domain adapting the model to neuro surgery but lack the resources to perform a trainig myself.

[KumoLiu]

Hi @pejokoe, thanks for your interest here.

We didn't provide the pre-trained weights for this challenge, but you can find some similar model weights here:

• https://github.com/Project-MONAI/model-zoo/tree/dev/models/endoscopic_inbody_classification
• https://github.com/Project-MONAI/model-zoo/tree/dev/models/endoscopic_tool_segmentation
• https://github.com/Project-MONAI/model-zoo/tree/dev/models/lung_nodule_ct_detection

MONAI Model Zoo hosts a collection of medical imaging models in the MONAI Bundle format. Also, welcome to contribute your models.

I hope it helps, thanks!