Collections:
  - Name: FoveaBox
    Metadata:
      Training Data: COCO
      Training Techniques:
        - SGD with Momentum
        - Weight Decay
      Training Resources: 4x NVIDIA V100 GPUs
      Architecture:
        - FPN
        - ResNet
    Paper: https://arxiv.org/abs/1904.03797
    README: configs/foveabox/README.md

Models:
  - Name: fovea_r50_fpn_4x4_1x_coco
    In Collection: FoveaBox
    Config: configs/foveabox/fovea_r50_fpn_4x4_1x_coco.py
    Metadata:
      Training Memory (GB): 5.6
      inference time (s/im): 0.04149
      Epochs: 12
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 36.5
    Weights: https://download.openmmlab.com/mmdetection/v2.0/foveabox/fovea_r50_fpn_4x4_1x_coco/fovea_r50_fpn_4x4_1x_coco_20200219-ee4d5303.pth

  - Name: fovea_r50_fpn_4x4_2x_coco
    In Collection: FoveaBox
    Config: configs/foveabox/fovea_r50_fpn_4x4_2x_coco.py
    Metadata:
      Training Memory (GB): 5.6
      Epochs: 24
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 37.2
    Weights: https://download.openmmlab.com/mmdetection/v2.0/foveabox/fovea_r50_fpn_4x4_2x_coco/fovea_r50_fpn_4x4_2x_coco_20200203-2df792b1.pth

  - Name: fovea_align_r50_fpn_gn-head_4x4_2x_coco
    In Collection: FoveaBox
    Config: configs/foveabox/fovea_align_r50_fpn_gn-head_4x4_2x_coco.py
    Metadata:
      Training Memory (GB): 8.1
      inference time (s/im): 0.05155
      Epochs: 24
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 37.9
    Weights: https://download.openmmlab.com/mmdetection/v2.0/foveabox/fovea_align_r50_fpn_gn-head_4x4_2x_coco/fovea_align_r50_fpn_gn-head_4x4_2x_coco_20200203-8987880d.pth

  - Name: fovea_align_r50_fpn_gn-head_mstrain_640-800_4x4_2x_coco
    In Collection: FoveaBox
    Config: configs/foveabox/fovea_align_r50_fpn_gn-head_mstrain_640-800_4x4_2x_coco.py
    Metadata:
      Training Memory (GB): 8.1
      inference time (s/im): 0.05464
      Epochs: 24
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 40.4
    Weights: https://download.openmmlab.com/mmdetection/v2.0/foveabox/fovea_align_r50_fpn_gn-head_mstrain_640-800_4x4_2x_coco/fovea_align_r50_fpn_gn-head_mstrain_640-800_4x4_2x_coco_20200205-85ce26cb.pth

  - Name: fovea_r101_fpn_4x4_1x_coco
    In Collection: FoveaBox
    Config: configs/foveabox/fovea_r101_fpn_4x4_1x_coco.py
    Metadata:
      Training Memory (GB): 9.2
      inference time (s/im): 0.05747
      Epochs: 12
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 38.6
    Weights: https://download.openmmlab.com/mmdetection/v2.0/foveabox/fovea_r101_fpn_4x4_1x_coco/fovea_r101_fpn_4x4_1x_coco_20200219-05e38f1c.pth

  - Name: fovea_r101_fpn_4x4_2x_coco
    In Collection: FoveaBox
    Config: configs/foveabox/fovea_r101_fpn_4x4_2x_coco.py
    Metadata:
      Training Memory (GB): 11.7
      Epochs: 24
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 40.0
    Weights: https://download.openmmlab.com/mmdetection/v2.0/foveabox/fovea_r101_fpn_4x4_2x_coco/fovea_r101_fpn_4x4_2x_coco_20200208-02320ea4.pth

  - Name: fovea_align_r101_fpn_gn-head_4x4_2x_coco
    In Collection: FoveaBox
    Config: configs/foveabox/fovea_align_r101_fpn_gn-head_4x4_2x_coco.py
    Metadata:
      Training Memory (GB): 11.7
      inference time (s/im): 0.06803
      Epochs: 24
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 40.0
    Weights: https://download.openmmlab.com/mmdetection/v2.0/foveabox/fovea_align_r101_fpn_gn-head_4x4_2x_coco/fovea_align_r101_fpn_gn-head_4x4_2x_coco_20200208-c39a027a.pth

  - Name: fovea_align_r101_fpn_gn-head_mstrain_640-800_4x4_2x_coco
    In Collection: FoveaBox
    Config: configs/foveabox/fovea_align_r101_fpn_gn-head_mstrain_640-800_4x4_2x_coco.py
    Metadata:
      Training Memory (GB): 11.7
      inference time (s/im): 0.06803
      Epochs: 24
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 42.0
    Weights: https://download.openmmlab.com/mmdetection/v2.0/foveabox/fovea_align_r101_fpn_gn-head_mstrain_640-800_4x4_2x_coco/fovea_align_r101_fpn_gn-head_mstrain_640-800_4x4_2x_coco_20200208-649c5eb6.pth