DETR - Explained!

CodeEmporium Guide 6 months ago

Description

In this video, we take a look at Detection Transformers (DETR). What is it? Why do we have it? How do we train it? How does it compare to Faster R-CNN?

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RESOURCES
[1 ๐Ÿ“š] Main Paper: https://arxiv.org/pdf/2005.12872
[2 ๐Ÿ“š] Slides: https://link.excalidraw.com/p/readonly/1OzfsMt78e1BuqDMBYJO
[3 ๐Ÿ“š] My video on resnet: https://youtu.be/gyhCfjixLV0?si=N-NTU4Y4228KOUSt
[4 ๐Ÿ“š] Video on the transformer architecture: https://youtu.be/TQQlZhbC5ps?si=rACu5O4FGRKQwaKl
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CHAPTERS
00:00 What is object detection?
00:26 Issues with Faster R-CNN
02:22 Introducing DETR
03:08 How to train DETR
12:19 Inference
14:35 Performance compared to Faster R-CNN
15:45 Quiz Time
16:48 Summary