Collections:
  - Name: Faster R-CNN
    Metadata:
      Training Data: COCO
      Training Techniques:
        - SGD with Momentum
        - Weight Decay
      Training Resources: 8x NVIDIA V100 GPUs
      Architecture:
        - FPN
        - RPN
        - ResNet
        - RoIPool
    Paper: https://arxiv.org/abs/1506.01497
    README: configs/faster_rcnn/README.md

Models:
  - Name: faster_rcnn_r50_caffe_dc5_1x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_r50_caffe_dc5_1x_coco.py
    Metadata:
      Epochs: 12
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 37.2
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r50_caffe_dc5_1x_coco/faster_rcnn_r50_caffe_dc5_1x_coco_20201030_151909-531f0f43.pth

  - Name: faster_rcnn_r50_caffe_fpn_1x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_r50_caffe_fpn_1x_coco.py
    Metadata:
      Training Memory (GB): 3.8
      Epochs: 12
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 37.8
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r50_caffe_fpn_1x_coco/faster_rcnn_r50_caffe_fpn_1x_coco_bbox_mAP-0.378_20200504_180032-c5925ee5.pth

  - Name: faster_rcnn_r50_fpn_1x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.py
    Metadata:
      Training Memory (GB): 4.0
      inference time (s/im): 0.04673
      Epochs: 12
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 37.4
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r50_fpn_1x_coco/faster_rcnn_r50_fpn_1x_coco_20200130-047c8118.pth

  - Name: faster_rcnn_r50_fpn_2x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_r50_fpn_2x_coco.py
    Metadata:
      Epochs: 24
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 38.4
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r50_fpn_2x_coco/faster_rcnn_r50_fpn_2x_coco_bbox_mAP-0.384_20200504_210434-a5d8aa15.pth

  - Name: faster_rcnn_r101_caffe_fpn_1x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_r101_caffe_fpn_1x_coco.py
    Metadata:
      Training Memory (GB): 5.7
      Epochs: 12
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 39.8
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r101_caffe_fpn_1x_coco/faster_rcnn_r101_caffe_fpn_1x_coco_bbox_mAP-0.398_20200504_180057-b269e9dd.pth

  - Name: faster_rcnn_r101_fpn_1x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco.py
    Metadata:
      Training Memory (GB): 6.0
      inference time (s/im): 0.0641
      Epochs: 12
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 39.4
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r101_fpn_1x_coco/faster_rcnn_r101_fpn_1x_coco_20200130-f513f705.pth

  - Name: faster_rcnn_r101_fpn_2x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_r101_fpn_2x_coco.py
    Metadata:
      Epochs: 24
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 39.8
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r101_fpn_2x_coco/faster_rcnn_r101_fpn_2x_coco_bbox_mAP-0.398_20200504_210455-1d2dac9c.pth

  - Name: faster_rcnn_x101_32x4d_fpn_1x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_x101_32x4d_fpn_1x_coco.py
    Metadata:
      Training Memory (GB): 7.2
      inference time (s/im): 0.07246
      Epochs: 12
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 41.2
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_x101_32x4d_fpn_1x_coco/faster_rcnn_x101_32x4d_fpn_1x_coco_20200203-cff10310.pth

  - Name: faster_rcnn_x101_32x4d_fpn_2x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_x101_32x4d_fpn_2x_coco.py
    Metadata:
      Epochs: 24
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 41.2
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_x101_32x4d_fpn_2x_coco/faster_rcnn_x101_32x4d_fpn_2x_coco_bbox_mAP-0.412_20200506_041400-64a12c0b.pth

  - Name: faster_rcnn_x101_64x4d_fpn_1x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_x101_64x4d_fpn_1x_coco.py
    Metadata:
      Training Memory (GB): 10.3
      inference time (s/im): 0.10638
      Epochs: 12
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 42.1
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_x101_64x4d_fpn_1x_coco/faster_rcnn_x101_64x4d_fpn_1x_coco_20200204-833ee192.pth

  - Name: faster_rcnn_x101_64x4d_fpn_2x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_x101_64x4d_fpn_2x_coco.py
    Metadata:
      Epochs: 24
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 41.6
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_x101_64x4d_fpn_2x_coco/faster_rcnn_x101_64x4d_fpn_2x_coco_20200512_161033-5961fa95.pth

  - Name: faster_rcnn_r50_fpn_iou_1x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_r50_fpn_iou_1x_coco.py
    Metadata:
      Epochs: 12
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 37.9
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r50_fpn_1x_coco/faster_rcnn_r50_fpn_iou_1x_coco-fdd207f3.pth

  - Name: faster_rcnn_r50_fpn_giou_1x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_r50_fpn_giou_1x_coco.py
    Metadata:
      Epochs: 12
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 37.6
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r50_fpn_1x_coco/faster_rcnn_r50_fpn_giou_1x_coco-0eada910.pth

  - Name: faster_rcnn_r50_fpn_bounded_iou_1x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_r50_fpn_bounded_iou_1x_coco.py
    Metadata:
      Epochs: 12
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 37.4
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r50_fpn_1x_coco/faster_rcnn_r50_fpn_bounded_iou_1x_coco-98ad993b.pth

  - Name: faster_rcnn_r50_caffe_dc5_mstrain_1x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_r50_caffe_dc5_mstrain_1x_coco.py
    Metadata:
      Epochs: 12
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 37.4
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r50_caffe_dc5_mstrain_1x_coco/faster_rcnn_r50_caffe_dc5_mstrain_1x_coco_20201028_233851-b33d21b9.pth

  - Name: faster_rcnn_r50_caffe_dc5_mstrain_3x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_r50_caffe_dc5_mstrain_3x_coco.py
    Metadata:
      Epochs: 36
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 38.7
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r50_caffe_dc5_mstrain_3x_coco/faster_rcnn_r50_caffe_dc5_mstrain_3x_coco_20201028_002107-34a53b2c.pth

  - Name: faster_rcnn_r50_caffe_fpn_mstrain_2x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_r50_caffe_fpn_mstrain_2x_coco.py
    Metadata:
      Training Memory (GB): 4.3
      Epochs: 24
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 39.7
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r50_caffe_fpn_mstrain_2x_coco/faster_rcnn_r50_caffe_fpn_mstrain_2x_coco_bbox_mAP-0.397_20200504_231813-10b2de58.pth

  - Name: faster_rcnn_r50_caffe_fpn_mstrain_3x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_r50_caffe_fpn_mstrain_3x_coco.py
    Metadata:
      Training Memory (GB): 3.7
      Epochs: 36
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 39.9
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r50_caffe_fpn_mstrain_3x_coco/faster_rcnn_r50_caffe_fpn_mstrain_3x_coco_20210526_095054-f002305e.pth

  - Name: faster_rcnn_r50_fpn_mstrain_3x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_r50_fpn_mstrain_3x_coco.py
    Metadata:
      Training Memory (GB): 3.9
      Epochs: 36
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 40.3
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r50_fpn_mstrain_3x_coco/faster_rcnn_r50_fpn_mstrain_3x_coco_20210524_110822-3a066a07.pth

  - Name: faster_rcnn_r101_caffe_fpn_mstrain_3x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_r101_caffe_fpn_mstrain_3x_coco.py
    Metadata:
      Training Memory (GB): 5.6
      Epochs: 36
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 42.0
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r101_caffe_fpn_mstrain_3x_coco/faster_rcnn_r101_caffe_fpn_mstrain_3x_coco_20210526_095742-9178be4b.pth

  - Name: faster_rcnn_r101_fpn_mstrain_3x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_r101_fpn_mstrain_3x_coco.py
    Metadata:
      Training Memory (GB): 5.8
      Epochs: 36
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 41.8
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r101_fpn_mstrain_3x_coco/faster_rcnn_r101_fpn_mstrain_3x_coco_20210524_110822-78060bff.pth

  - Name: faster_rcnn_x101_32x4d_fpn_mstrain_3x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_x101_32x4d_fpn_mstrain_3x_coco.py
    Metadata:
      Training Memory (GB): 7.0
      Epochs: 36
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 42.5
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_x101_32x4d_fpn_mstrain_3x_coco/faster_rcnn_x101_32x4d_fpn_mstrain_3x_coco_20210524_124151-e8595dde.pth

  - Name: faster_rcnn_x101_32x8d_fpn_mstrain_3x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_x101_32x8d_fpn_mstrain_3x_coco.py
    Metadata:
      Training Memory (GB): 10.1
      Epochs: 36
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 42.4
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_x101_32x8d_fpn_mstrain_3x_coco/faster_rcnn_x101_32x8d_fpn_mstrain_3x_coco_20210604_182954-002e082a.pth

  - Name: faster_rcnn_x101_64x4d_fpn_mstrain_3x_coco
    In Collection: Faster R-CNN
    Config: configs/faster_rcnn/faster_rcnn_x101_64x4d_fpn_mstrain_3x_coco.py
    Metadata:
      Training Memory (GB): 10.0
      Epochs: 36
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 43.1
    Weights: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_x101_64x4d_fpn_mstrain_3x_coco/faster_rcnn_x101_64x4d_fpn_mstrain_3x_coco_20210524_124528-26c63de6.pth