metafile.yml

Collections:
  - Name: Deformable DETR
    Metadata:
      Training Data: COCO
      Training Techniques:
        - AdamW
        - Multi Scale Train
        - Gradient Clip
      Training Resources: 8x V100 GPUs
      Architecture:
        - ResNet
        - Transformer
    Paper:
      URL: https://openreview.net/forum?id=gZ9hCDWe6ke
      Title: 'Deformable DETR: Deformable Transformers for End-to-End Object Detection'
    README: configs/deformable_detr/README.md
    Code:
      URL: https://github.com/open-mmlab/mmdetection/blob/v2.12.0/mmdet/models/detectors/deformable_detr.py#L6
      Version: v2.12.0

Models:
  - Name: deformable-detr_r50_16xb2-50e_coco
    In Collection: Deformable DETR
    Config: configs/deformable_detr/deformable-detr_r50_16xb2-50e_coco.py
    Metadata:
      Epochs: 50
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 44.3
    Weights: https://download.openmmlab.com/mmdetection/v3.0/deformable_detr/deformable-detr_r50_16xb2-50e_coco/deformable-detr_r50_16xb2-50e_coco_20221029_210934-6bc7d21b.pth

  - Name: deformable-detr_refine_r50_16xb2-50e_coco
    In Collection: Deformable DETR
    Config: configs/deformable_detr/deformable-detr-refine_r50_16xb2-50e_coco.py
    Metadata:
      Epochs: 50
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 46.2
    Weights: https://download.openmmlab.com/mmdetection/v3.0/deformable_detr/deformable-detr-refine_r50_16xb2-50e_coco/deformable-detr-refine_r50_16xb2-50e_coco_20221022_225303-844e0f93.pth

  - Name: deformable-detr_refine_twostage_r50_16xb2-50e_coco
    In Collection: Deformable DETR
    Config: configs/deformable_detr/deformable-detr-refine-twostage_r50_16xb2-50e_coco.py
    Metadata:
      Epochs: 50
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 47.0
    Weights: https://download.openmmlab.com/mmdetection/v3.0/deformable_detr/deformable-detr-refine-twostage_r50_16xb2-50e_coco/deformable-detr-refine-twostage_r50_16xb2-50e_coco_20221021_184714-acc8a5ff.pth