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- ---
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- license: cc-by-nc-4.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: cc-by-nc-4.0
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+ language:
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+ - en
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+ pretty_name: InfraDepth
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+ size_categories:
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+ - 100M<n<1B
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+ ---
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+
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+ # InfraDepth
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+
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+ `InfraDepth` is a multimodal dataset of rendered depth map patches for masonry bridges and tunnels.
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+ It is designed to support research on **image restoration, inpainting, sparse-to-dense depth reconstruction, and segmentation** of civil infrastructure components.
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+
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+ The dataset combines **3D point clouds of masonry bridges and tunnels**, projected through a virtual camera into patches, then stored as `.npz` files with depth maps, masks, and camera parameters.
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+
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+ ---
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+
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+ ## 📁 Dataset Structure
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+
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+ ```bash
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+ datasets/
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+
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+ ├── masonry_bridges/
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+ │ ├── begc/
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+ │ │ ├── arch/
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+ │ │ │ ├── 0/
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+ │ │ │ │ └── rendered_0.8_0.8_0.5/
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+ │ │ │ │ ├── patch_0.npz
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+ │ │ │ │ ├── patch_0_cam_params.npz
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+ │ │ │ │ └── ...
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+ │ │ ├── pier/
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+ │ │ └── spandrel_wall/
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+ │ │
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+ │ └── hertfordshire/
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+ │ ├── arch/
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+ │ ├── pier/
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+ │ └── spandrel_wall/
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+
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+ └── tunnels/
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+ └── wheatly_tunnel/
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+ ├── S-15/
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+ │ ├── arch/
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+ │ └── pier/
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+ ├── S-20/
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+ │ ├── arch/
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+ │ └── pier/
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+ └── S-25/
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+ ├── arch/
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+ └── pier/
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+
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+
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+ Each component folder (for example, `arch/0/`) contains a folder named `rendered_0.8_0.8_0.5/` where the patches are stored.
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+ The suffix `0.8_0.8_0.5` indicates the patch bounding box size in meters (x, y, z).
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+
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+ ---
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+
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+ ## 🔹 File Formats
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+
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+ Inside each `rendered_0.8_0.8_0.5/` folder:
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+
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+ | File name | Format | Description |
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+ |-----------------------------|--------|-------------|
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+ | patch_{idx}.npz | NPZ | Contains depth map and masks |
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+ | patch_{idx}_cam_params.npz | NPZ | Camera intrinsics and extrinsics for the patch |
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+
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+ Each `patch_{idx}.npz` file contains:
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+
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+ - `depth_map`: Rendered depth values(original depth map without image restoration)
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+ - `mask_inpainting`: Mask region for inpainting
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+ - `mask_boundary`: Boundary mask of the patch
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+
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+ ---
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+
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+ ## 📌 Citation
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+ If you use this dataset, please cite the associated paper:
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+