metafile.yml

Collections:
  - Name: SAM
    Metadata:
      Architecture:
        - Convolution
        - Dense Connections
        - Dropout
        - GELU
        - Layer Normalization
        - Multi-Head Attention
        - Scaled Dot-Product Attention
    Paper:
      Title: 'Segment Anything'
      URL: https://arxiv.org/abs/2304.02643
    README: configs/sam/README.md
    Code:
      URL: null
      Version: null

Models:
  - Name: vit-base-p16_sam-pre_3rdparty_sa1b-1024px
    Metadata:
      FLOPs: 486000000000
      Parameters: 89671000
      Training Data:
        - SA-1B
    In Collection: SAM
    Results: null
    Weights: https://download.openmmlab.com/mmclassification/v1/vit_sam/vit-base-p16_sam-pre_3rdparty_sa1b-1024px_20230411-2320f9cc.pth
    Config: configs/sam/vit-base-p16_sam_headless.py
    Converted From:
      Weights: https://dl.fbaipublicfiles.com/segment_anything/sam_vit_b_01ec64.pth
      Code: https://github.com/facebookresearch/segment-anything/

  - Name: vit-large-p16_sam-pre_3rdparty_sa1b-1024px
    Metadata:
      FLOPs: 1494000000000
      Parameters: 308000000
      Training Data:
        - SA-1B
    In Collection: SAM
    Results: null
    Weights: https://download.openmmlab.com/mmclassification/v1/vit_sam/vit-large-p16_sam-pre_3rdparty_sa1b-1024px_20230411-595feafd.pth
    Config: configs/sam/vit-large-p16_sam_headless.py
    Converted From:
      Weights: https://dl.fbaipublicfiles.com/segment_anything/sam_vit_l_0b3195.pth
      Code: https://github.com/facebookresearch/segment-anything/

  - Name: vit-huge-p16_sam-pre_3rdparty_sa1b-1024px
    Metadata:
      FLOPs: 2982000000000
      Parameters: 637000000
      Training Data:
        - SA-1B
    In Collection: SAM
    Results: null
    Weights: https://download.openmmlab.com/mmclassification/v1/vit_sam/vit-huge-p16_sam-pre_3rdparty_sa1b-1024px_20230411-3f13c653.pth
    Config: configs/sam/vit-huge-p16_sam_headless.py
    Converted From:
      Weights: https://dl.fbaipublicfiles.com/segment_anything/sam_vit_h_4b8939.pth
      Code: https://github.com/facebookresearch/segment-anything/