@TempleX98, I have been studying your paper on "DETRs with Collaborative Hybrid Assignments Training" and I am particularly interested in the Customized Positive Queries Generation process.
In DAB-DETR, there are two types of queries used by the decoder: content queries and positional queries. Please confirm if my understanding is correct on how to generate these queries when integrating your method into DAB-DETR. And even more, do I need to use DAB DETR with content and positional queries?
Here is my understanding:
Extract positive coordinates from the auxiliary heads to identify likely object locations.
Take those coordinates as positional queries of shape [x, y, w, h].
Generate Content Queries by extracting corresponding features from the encoder’s output at these positive coordinates and transforming them appropriately.
Combine these content and positional queries to form the input queries for the decoder.
I would appreciate your confirmation or any additional insights on this process.
Thank you for your assistance.
TempleX98
commented
1 month ago
Hi, guys! Great work!
@TempleX98, I have been studying your paper on "DETRs with Collaborative Hybrid Assignments Training" and I am particularly interested in the Customized Positive Queries Generation process.
In DAB-DETR, there are two types of queries used by the decoder: content queries and positional queries. Please confirm if my understanding is correct on how to generate these queries when integrating your method into DAB-DETR. And even more, do I need to use DAB DETR with content and positional queries?
Here is my understanding:
I would appreciate your confirmation or any additional insights on this process. Thank you for your assistance.
Best regards, Aleksandr Gordeev