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unidepth-v2-vits14

PyTorch
Safetensors
UniDepth
monocular-metric-depth-estimation
pytorch_model_hub_mixin
model_hub_mixin
Model card Files Community
unidepth-v2-vits14
File size: 1,146 Bytes 
8e31204
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "data": {
    "image_shape": [
      420,
      560
    ],
    "shape_constraints": {
      "patch_size": 14,
      "pixels_bounds": [
        1400,
        2400
      ],
      "pixels_bounds_ori": [
        1400,
        2400
      ],
      "ratio_bounds": [
        0.66,
        2.0
      ]
    }
  },
  "eps": 1e-06,
  "generic": {
    "deterministic": true,
    "seed": 13
  },
  "model": {
    "expansion": 4,
    "name": "UniDepthV2",
    "num_heads": 8,
    "pixel_decoder": {
      "depths": [
        6,
        0,
        0
      ],
      "dropout": 0.0,
      "hidden_dim": 512
    },
    "pixel_encoder": {
      "depths": [
        9,
        10,
        11,
        12
      ],
      "embed_dim": 384,
      "embed_dims": [
        384,
        384,
        384,
        384,
        384,
        384,
        384,
        384,
        384,
        384,
        384,
        384
      ],
      "name": "dinov2_vits14",
      "output_idx": [
        9,
        10,
        11,
        12
      ],
      "patch_size": 14,
      "pretrained": null,
      "stacking_fn": "last",
      "use_norm": true
    }
  },
  "training": {}
}