MaskDINO icon indicating copy to clipboard operation
MaskDINO copied to clipboard

Object detection on custom datasets?

Open sedol1339 opened this issue 2 years ago • 3 comments

Hello! How can I fine-tune this model on a custom object detection dataset, that is already registered in DatasetCatalog?

In MaskDINO/configs folder I see only configs for segmentation, is there any configs for detection?

sedol1339 avatar Apr 20 '23 06:04 sedol1339

Same questions.

RYHSmmc avatar Apr 27 '23 04:04 RYHSmmc

By default, we train detection and segmentation at the same time. If you want to only train detection, you need to modify the prediction head to not predict mask and not calculate mask loss. You can directly use DINO if you only do detection.

We can update the code if you need this function.

FengLi-ust avatar Apr 30 '23 19:04 FengLi-ust

@FengLi-ust can you please update the code, so that it can only do detection if required and segmentation separately.

anirudh6415 avatar Nov 03 '23 20:11 anirudh6415