Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

About the use of the decoder in pts_bbox_head and model outputs in ViDAR training #42

Open
Sora-tabata opened this issue Oct 25, 2024 · 0 comments

Comments

@Sora-tabata
Copy link

Dear authors,

First of all, thank you for your excellent work on ViDAR.

I have been studying the configuration file for training the ViDAR model and noticed the following comment in the pts_bbox_head section:

# !!!!!!! DECODER NOT USED !!!!!!!

I have a few questions regarding the model output and training purpose based on this observation.

  1. Model Output
    What is the primary output of the model in this training configuration?
    Is the model mainly performing future point cloud prediction?
    Are tasks such as 3D object detection or segmentation included in this training configuration?
  2. Purpose of Training
    Is this configuration intended solely for pre-training purposes (i.e., future point cloud prediction)?
    Or does it also include training for downstream tasks like 3D object detection and segmentation?
  3. Role of pts_bbox_head
    Could you clarify how pts_bbox_head is used in this training configuration?
    Additionally, any details on the specific outputs of the model would be greatly appreciated.
    Thank you very much for your time and assistance. I look forward to your guidance on these questions.

Best regards,

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant