Object Detection Part 7: Detection Transformers (DETR), Object Queries
In this video we talk about the Detection Transformer model (DETR) a powerful end-to-end object detection model developed by the former Facebook AI team. It leverages the Transformer architecture at its core and uses objects queries to identify objects within the image.
References
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DETR: End-to-End Object Detection with Transformers paper: https://arxiv.org/abs/2005.12872
Attention Mechanism Explained: • Transformer Self-Attention Mechanism ...
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Contents
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00:00 - Intro
00:25 - High-level Architecture
00:56 - Backbone
01:37 - Encoder
01:55 - Object Queries
02:40 - Decoder
03:09 - Prediction Alignment with Hungarian Matching
04:16 - Outro
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#objectdetection #detr #transformers #computervision
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