Collections:
  - Name: MonoFlex
    Metadata:
      Training Data: KITTI
      Training Techniques:
        - Adam
      Training Resources: 2x V100 GPUS
      Architecture:
        - MonoFlexHead
        - DLA
    Paper:
      URL: https://arxiv.org/abs/2104.02323
      Title: 'Objects are Different: Flexible Monocular 3D Object Detection'
    README: configs/monoflex/README.md
    Code:
      URL: https://github.com/open-mmlab/mmdetection3d/blob/v1.0.0.dev0/mmdet3d/models/detectors/monoflex.py#L7
      Version: v1.0.0

Models:
  - Name: monoflex_dla34_pytorch_dlaneck_gn-all_2x4_6x_kitti-mono3d
    In Collection: MonoFlex
    Config: configs/monoflex/monoflex_dla34_pytorch_dlaneck_gn-all_2x4_6x_kitti-mono3d.py
    Metadata:
      Training Memory (GB): 9.64
    Results:
      - Task: 3D Object Detection
        Dataset: KITTI
        Metrics:
          mAP: 21.86
    Weights: https://download.openmmlab.com/mmdetection3d/v0.1.0_models/monoflex/monoflex_dla34_pytorch_dlaneck_gn-all_2x4_6x_kitti-mono3d_20211228_027553-d46d9bb0.pth