DN Detr (Denoising Detr for object detection)
This video talks about Denoising Detr, one of the transformer-based object detection models that builds up upon Detr and DAB Detr.
This video is part of my “Modern Object Detection: from YOLO to transformers” series: https://www.youtube.com/playlist?list=PL1HdfW5-F8AQlPZCJBq2gNjERTDEAl8v3
Important links:
– Original paper: https://arxiv.org/pdf/2203.01305.pdf
– My previous video about DAB Detr, foundational model for DN Detr: https://youtu.be/8aZIoEt0D7Y
– My previous video about DETR: https://youtu.be/A2f4w54fSsM
00:00 – Intro
02:04 – Motivation behind Query Denoising
10:51 – Box Denoising
19:45 – Label Denoising
22:58 – Attention Mask
26:08 – Results
29:20 – Next Up
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