other models?

[EdenBelouadah]

Hello
Firstly, thank you for this great work.
Please, is it possible to use the code with whatever teacher/student model from mmdetection?
I am interested to distill knowledge from a large model to a very light student such as MobileNet, and use it for fast inference.

Thank you in advance

[HikariTJU]

If you mean backbone, then yes.
You can edit the backbone option in the config file to navigate different teacher/student.

[EdenBelouadah]

Thank you for your answer.
Yes, I would like to have a MobileNet as a student. Can you please tell me what to modify in this config file:

https://github.com/HikariTJU/LD/blob/main/configs/ld/ld_r50_gflv1_r101_fpn_coco_1x.py

to have a resnet 50 as a teacher and a mobilenet as a student?

I appreciate your help

[HikariTJU]

Student: https://github.com/HikariTJU/LD/blob/main/docs/tutorials/customize_models.md
Teacher: insert

    teacher_config='configs/gfl/gfl_r50_fpn_1x_coco.py',
    teacher_ckpt=PATH_TO_YOUR_TEACHER_CKPT,

into model config

[EdenBelouadah]

Thank you very much. This is so helpful.