How to reproduce the results in your paper?

[z-x-yang]

I want to reproduce your paper's results, but it seems like you changed some settings (such as Scale jitter) in this repository.

May I ask for the code with the original setting in your paper? Or how to modify this repository to reach that?

Thanks in advance!

[tztztztztz]

Sorry, the origin code is based on a internal codebase, which is confidential.

If you want to match the origin setting in this repo, here are some modifications to make:

1. single scale training
   INPUT:
   MIN_SIZE_TRAIN: (800, )

2. 2000 training proposals
   RPN:
   POST_NMS_TOPK_TRAIN: 2000

3. class agnostic mask head
   ROI_MASK_HEAD:
   CLS_AGNOSTIC_MASK = True

4. Use smooth L1 loss instead of L1
   RPN:
   SMOOTH_L1_BETA = 1.0 / 9.0
   ROI_BOX_HEAD:
   SMOOTH_L1_BETA = 1.0

[z-x-yang]

THX!