Image Feature Extraction
Birder
PyTorch
File size: 707 Bytes
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{
  "birder_version": "v0.0.5a91",
  "name": "vit",
  "alias": "vit_l16",
  "task": "image_classification",
  "net_param": null,
  "model_config": {
    "patch_size": 16,
    "num_layers": 24,
    "num_heads": 16,
    "hidden_dim": 1024,
    "mlp_dim": 4096,
    "num_reg_tokens": 0,
    "drop_path_rate": 0.1
  },
  "signature": {
    "inputs": [
      {
        "data_shape": [
          0,
          3,
          224,
          224
        ]
      }
    ],
    "outputs": [
      {
        "data_shape": [
          0,
          0
        ]
      }
    ]
  },
  "rgb_stats": {
    "mean": [
      0.5248,
      0.5372,
      0.5086
    ],
    "std": [
      0.2135,
      0.2103,
      0.2622
    ]
  }
}