Index Index RT-DETR v2 RT-DETR との違い 精度 参考 RT-DETR v2 RT-DETR yhayato1320.hatenablog.com RT-DETR との違い Decoder に Deformable Attention Module を追加. Deformable DETR yhayato1320.hatenablog.com 精度 github of RT-DETR: DETRs Beat Y…

Index Index Anchor DETR 参考 Anchor DETR DETR yhayato1320.hatenablog.com 参考 Anchor DETR: Query Design for Transformer-Based Object Detection [2021] arxiv.org

Index Index Conditional DETR 参考 Conditional DETR DETR yhayato1320.hatenablog.com 参考 Conditional DETR for Fast Training Convergence [2021] arxiv.org

Index Index Lite DETR 参考 Lite DETR DETR yhayato1320.hatenablog.com 参考 Lite DETR: An Interleaved Multi-Scale Encoder for Efficient DETR [2023] openaccess.thecvf.com

Index Index Sparse DETR 参考 Sparse DETR DETR yhayato1320.hatenablog.com 参考 Sparse DETR: Efficient End-to-End Object Detection with Learnable Sparsity [2021] arxiv.org

Index Index Efficient DETR 参考 Efficient DETR DETR yhayato1320.hatenablog.com 参考 Efficient DETR: Improving End-to-End Object Detector with Dense Prior [2021] arxiv.org

Index Index Group DETR 参考 Group DETR DETR yhayato1320.hatenablog.com 参考 Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment [2022] arxiv.org

Index Index DN-DETR 参考 DN-DETR DETR yhayato1320.hatenablog.com 参考 DN-DETR: Accelerate DETR Training by Introducing Query DeNoising [2022] arxiv.org

Index Index DAB-DETR 参考 DAB-DETR DETR yhayato1320.hatenablog.com 参考 DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR [2022] arxiv.org

Index Index Real-Time DEtection TRansformer / RT-DETR 打倒 YOLO 他のDETR系の功績 収束の加速 計算コストの削減 クエリ初期化の最適化 Architecture Backbone Efficient Hybrid Encoder 従来 DETR の計算ボトルネック Hybrid Design Attentionbased Intr…