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depth_anything_v2_large

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depth_anything_v2_large
File size: 2,275 Bytes
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{
    "module": "keras_hub.src.models.depth_anything.depth_anything_backbone",
    "class_name": "DepthAnythingBackbone",
    "config": {
        "name": "depth_anything_backbone",
        "trainable": true,
        "dtype": {
            "module": "keras",
            "class_name": "DTypePolicy",
            "config": {
                "name": "float32"
            },
            "registered_name": null
        },
        "image_encoder": {
            "module": "keras_hub.src.models.dinov2.dinov2_backbone",
            "class_name": "DINOV2Backbone",
            "config": {
                "name": "dinov2_backbone",
                "trainable": true,
                "dtype": {
                    "module": "keras",
                    "class_name": "DTypePolicy",
                    "config": {
                        "name": "float32"
                    },
                    "registered_name": null
                },
                "patch_size": 14,
                "num_layers": 24,
                "hidden_dim": 1024,
                "num_heads": 16,
                "intermediate_dim": 4096,
                "layer_scale_init_value": 1.0,
                "num_register_tokens": 0,
                "use_mask_token": true,
                "use_swiglu_ffn": false,
                "dropout_rate": 0.0,
                "drop_path_rate": 0.0,
                "image_shape": [
                    518,
                    518,
                    3
                ],
                "position_embedding_shape": [
                    518,
                    518
                ],
                "antialias_in_interpolation": false,
                "apply_layernorm": true
            },
            "registered_name": "keras_hub>DINOV2Backbone"
        },
        "reassemble_factors": [
            4,
            2,
            1,
            0.5
        ],
        "neck_hidden_dims": [
            256,
            512,
            1024,
            1024
        ],
        "fusion_hidden_dim": 256,
        "head_hidden_dim": 32,
        "head_in_index": -1,
        "feature_keys": [
            "stage5",
            "stage12",
            "stage18",
            "stage24"
        ]
    },
    "registered_name": "keras_hub>DepthAnythingBackbone"
}