Deformable DETR

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