Deformable DETR
Автор: Mak Gaiduk
Загружено: 2024-01-24
Просмотров: 9336
The content is also available as text: https://github.com/adensur/blog/blob/...
This video is part of my "Modern Object Detection: from YOLO to transformers" series: • Modern Object Detection: from YOLO to tran...
It talks about Deformable Detr - recent development, originated in 2021, that adds to the foundation of the tricks of the trade that are used in most modern transformer-based object detection models.
Useful links:
Deformable Convolution paper, 2017: https://arxiv.org/pdf/1703.06211.pdf
Deformable Detr paper, 2021: https://arxiv.org/pdf/2010.04159.pdf
My previous video about DETR: • Object Detection with Transformers (DETR)
00:00 - Introduction
01:27 - Deformable Convolutions
05:20 - Deformable Convolutions: Offset Prediction
07:50 - Deformable Convolutions: Bilinear Interpolation
12:24 - Deformable Convolutions: Results
14:33 - Deformable Attention
17:06 - Deformable Self-Attention
19:32 - Deformable Cross-Attention
24:27 - MultiScale Deformable Attention
29:04 - Results & Next Up
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