Jhony Giraldo

icon indicating a website link https://jhonygiraldo.github.io/

icon company Télécom Paris, Institut Polytechnique de Paris icon location Paris, France icon location I am an Assistant Professor at Télécom Paris, Institut Polytechnique de Paris, working in the Information Processing and Communications Laboratory (LTCI).

Results 3 comments of Jhony Giraldo

How to fine-tune on custom data?

Since this repo is based on detectron2, I think you have to follow this tutorial: https://detectron2.readthedocs.io/tutorials/datasets.html

How to fine-tune on custom data?

I tried the tutorial of detectron2 with this repository and the model cfg.merge_from_file("configs/COCO-InstanceSegmentation/mask_rcnn_R_50_FPN_3x.yaml") and it works. However when I try with cfg.merge_from_file("configs/COCO-InstanceSegmentation/mask_cascade_rcnn_ResNeSt_200_FPN_dcn_syncBN_all_tricks_3x.yaml") (that is the contribution of this work) it...

How to fine-tune on custom data?

It is a problem of memory, I tried with "mask_cascade_rcnn_ResNeSt_50_FPN_syncBN_1x" and it worked. I guess "mask_cascade_rcnn_ResNeSt_200_FPN_dcn_syncBN_all_tricks_3x" is a heavy model and it did not fit in my machine. As I...