What is recorded here?
Recast object detection as direct set prediction using a transformer and bipartite matching, reducing hand-designed detection components.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
DETR's reported accuracy and runtime comparisons are for the specified COCO setup; it does not replace every later detector.
Read the original work
- Carion and colleagues: DETR set-prediction object detection — original paper
- Carion and colleagues: DETR set-prediction object detection — official research page
This English explanation is an editorial reading view. It does not replace the complete original work or certify its science.
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People and systems
Nicolas Carion; Francisco Massa; Gabriel Synnaeve; Nicolas Usunier; Alexander Kirillov; Sergey Zagoruyko
Complete named paper byline. Human research, source-reported system execution and experimental validation are distinct; individual effort shares are not measured.
Research locations and affiliations
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English catalogue narrative
Carion and colleagues: DETR set-prediction object detection
Recast object detection as direct set prediction using a transformer and bipartite matching, reducing hand-designed detection components.
Scientific scope
DETR's reported accuracy and runtime comparisons are for the specified COCO setup; it does not replace every later detector.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Nicolas Carion; Francisco Massa; Gabriel Synnaeve; Nicolas Usunier; Alexander Kirillov; Sergey Zagoruyko
Complete named paper byline. Human research, source-reported system execution and experimental validation are distinct; individual effort shares are not measured.