Where is the object-aware augmentation step in the code?

Question

Where is the object-aware augmentation step in the code?

Closed this issue 2 months ago · 4 comments

I appreciate your great work first!
Btw, I'm interested in the object-aware augmentation, can you point out where do you use it in the code?
Thanks a lot!

Answer 1 · 2024-05-02T12:45:03.000Z

Thank you for your interest! Object-aware augmentation is in the mmdet/datasets/pipelines/oa_mix.py

Answer 2 · 2024-05-04T11:08:35.000Z

Thank you for the patient reply!
I follow the instructions and re-implement the experiment of DWD with torch2.0&cu118, but got significantly lower result:

Day Clear | Night Clear | Dusk Rainy | Night Rainy | Day Foggy
39.6 | 31.5 | 27.2 | 12.9 | 31.0

What could be wrong with the experiment?
Thanks!

Answer 3 · 2024-05-07T07:12:25.000Z

The OA-DG and OA-Mix config files have not been uploaded yet. I have been busy with other commitments and finding it difficult to spare time. I plan to upload them within a month.

Answer 4 · 2024-07-06T06:10:41.000Z

We have uploaded a OA-Mix config file of DWD.