End-to-End Object Detection with Transformers

GPTKB entity

Statements (27)
Predicate Object
gptkbp:instanceOf gptkb:academic_journal
gptkbp:affiliation Facebook AI Research (FAIR)
gptkbp:alsoKnownAs gptkb:DETR
gptkbp:arXivID 2005.12872
gptkbp:author gptkb:Nicolas_Usunier
gptkb:Francisco_Massa
gptkb:Alexander_Kirillov
gptkb:Gabriel_Synnaeve
gptkb:Nicolas_Carion
gptkb:Sergey_Zagoruyko
gptkbp:citation high (over 5000 as of 2024)
gptkbp:contribution end-to-end object detection using transformers
gptkbp:field computer vision
object detection
gptkbp:hasMethod gptkb:DETR
https://www.w3.org/2000/01/rdf-schema#label End-to-End Object Detection with Transformers
gptkbp:influenced subsequent transformer-based object detection models
gptkbp:language English
gptkbp:openSourceCode https://github.com/facebookresearch/detr
gptkbp:publicationYear 2020
gptkbp:publishedIn gptkb:European_Conference_on_Computer_Vision_(ECCV)_2020
gptkbp:trainer gptkb:COCO
gptkb:PASCAL_VOC
gptkbp:uses convolutional neural networks
transformer architecture
gptkbp:bfsParent gptkb:DETR
gptkbp:bfsLayer 6