【深層学習】DINO

• DINO #まとめ編
  • yhayato1320.hatenablog.com

Index

DINO

DETR の改善手法.

• DETR
  • yhayato1320.hatenablog.com
    
    

DETR with Improved deNoising anchOr boxes

Architecture

工夫点

Contrastive DeNoising Training

Query Selection

Look Forward Twice

参考

• DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection
  • [2022]
  • 1 Introduction
    • DyHead / Swin / Swin v2
    • DAB-DETR / DN-DETR / Deformable DETR
  • 2 Related Work
    • 2.1 Classical Object Detectors
      • One Stage / Two Stage
    • 2.2 DETR and Its Variants
  • 3 DINO: DETR with Improved DeNoising Anchor Boxes
    • 3.1 Preliminaries
      • Conditional DETR / DAB-DETR / Deformable DETR
    • 3.2 Model Overview
    • 3.3 Contrastive DeNoising Training
      • Contrastive DeNoising (CDN)
  • arxiv.org

Web サイト

• 論文紹介：DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection
  • www.slideshare.net

動画

• DINO: Emerging Properties in Self-Supervised Vision Transformers (Facebook AI Research Explained)
  • www.youtube.com