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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Watch video Object Detection Part 7: Detection Transformers (DETR), Object Queries online without registration, duration hours minute second in high quality. This video was added by user DataMListic 29 July 2023, don't forget to share it with your friends and acquaintances, it has been viewed on our site 3,557 once and liked it 72 people.