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Object Detection Part 7: Detection Transformers (DETR), Object Queries
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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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*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
*Follow Me*
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#objectdetection #detr #transformers #computervision
*References*
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
*Related Videos*
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
*Contents*
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
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
*Follow Me*
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
*Channel Support*
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
The best way to support the channel is to share the content. ;)
If you'd like to also support the channel financially, donating the price of a coffee is always warmly welcomed! (completely optional and voluntary)
► Bitcoin (BTC): 3C6Pkzyb5CjAUYrJxmpCaaNPVRgRVxxyTq
► Ethereum (ETH): 0x9Ac4eB94386C3e02b96599C05B7a8C71773c9281
► Cardano (ADA): addr1v95rfxlslfzkvd8sr3exkh7st4qmgj4ywf5zcaxgqgdyunsj5juw5
► Tether (USDT): 0xeC261d9b2EE4B6997a6a424067af165BAA4afE1a
#objectdetection #detr #transformers #computervision
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