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defm

Image Feature Extraction
defm
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defm
File size: 2,382 Bytes
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{
  "model_type": "defm",
  "library_name": "defm",
  "variants": {
    "defm_efficientnet_b0": {
      "arch": "efficientnet_b0",
      "out_channels": 64
    },
    "defm_efficientnet_b2": {
      "arch": "efficientnet_b2",
      "out_channels": 128
    },
    "defm_efficientnet_b4": {
      "arch": "efficientnet_b4",
      "out_channels": 256
    },
    "defm_efficientnet_b6": {
      "arch": "efficientnet_b6",
      "out_channels": 256
    },
    "defm_regnet_y_1_6gf": {
      "arch": "regnet_y_1_6gf",
      "out_channels": 256
    },
    "defm_regnet_y_400mf": {
      "arch": "regnet_y_400mf",
      "out_channels": 64
    },
    "defm_regnet_y_800mf": {
      "arch": "regnet_y_800mf",
      "out_channels": 128
    },
    "defm_resnet18": {
      "arch": "resnet18",
      "out_channels": 128
    },
    "defm_resnet34": {
      "arch": "resnet34",
      "out_channels": 256
    },
    "defm_resnet50": {
      "arch": "resnet50",
      "out_channels": 256
    },
    "defm_vit_l14": {
      "arch": "vit_large",
      "patch_size": 14,
      "in_chans": 3,
      "layerscale": 1e-05,
      "ffn_layer": "swiglufused",
      "block_chunks": 4,
      "qkv_bias": true,
      "proj_bias": true,
      "ffn_bias": true,
      "num_register_tokens": 0,
      "interpolate_antialias": false,
      "interpolate_offset": 0.1,
      "global_crops_size": 224
    },
    "defm_vit_s14": {
      "arch": "vit_small",
      "patch_size": 14,
      "in_chans": 3,
      "layerscale": 1e-05,
      "ffn_layer": "swiglufused",
      "block_chunks": 4,
      "qkv_bias": true,
      "proj_bias": true,
      "ffn_bias": true,
      "num_register_tokens": 0,
      "interpolate_antialias": false,
      "interpolate_offset": 0.1,
      "global_crops_size": 224
    }
  },
  "weights": {
    "defm_efficientnet_b0": "defm_efficientnet_b0.pth",
    "defm_efficientnet_b2": "defm_efficientnet_b2.pth",
    "defm_efficientnet_b4": "defm_efficientnet_b4.pth",
    "defm_efficientnet_b6": "defm_efficientnet_b6.pth",
    "defm_regnet_y_1_6gf": "defm_regnet_y_1_6gf.pth",
    "defm_regnet_y_400mf": "defm_regnet_y_400mf.pth",
    "defm_regnet_y_800mf": "defm_regnet_y_800mf.pth",
    "defm_resnet18": "defm_resnet18.pth",
    "defm_resnet34": "defm_resnet34.pth",
    "defm_resnet50": "defm_resnet50.pth",
    "defm_vit_l14": "defm_vit_l14.pth",
    "defm_vit_s14": "defm_vit_s14.pth"
  }
}