search

Project-MONAI / tutorials

MONAI Tutorials
https://monai.io/started.html
Apache License 2.0
1.85k stars 681 forks source link

Tutorial for 3D RetinaNet in MONAI #1264

Closed AceMcAwesome77 closed 1 year ago

AceMcAwesome77 commented 1 year ago

Does anyone know if there is a tutorial for getting the 3D RetinaNet in MONAI working on an example dataset? The tutorial for UNETR object segmentation is very useful:

https://github.com/Project-MONAI/research-contributions/tree/main/SwinUNETR/BTCV

And it would be great if there was analogous one for the 3D RetinaNet package recently released in MONAI, for doing object classification (bounding boxes) rather than segmentation. There are some code snippets in the documentation:

https://docs.monai.io/en/stable/_modules/monai/apps/detection/networks/retinanet_network.html https://docs.monai.io/en/stable/_modules/monai/apps/detection/networks/retinanet_detector.html

But not a full tutorial. Alternatively, if anyone knows of a different 3D bounding-box model in MONAI that does have a tutorial, that could work too.

Thanks!

tangy5 commented 1 year ago

The lung nodule detection model used the Retina net and bounding boxes as output. Check this:

https://github.com/Project-MONAI/tutorials/tree/main/detection