Datasets:
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README.md
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license: cc-by-nc-4.0
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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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# InfraDepth
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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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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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## 📁 Dataset Structure
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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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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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## 🔹 File Formats
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Inside each `rendered_0.8_0.8_0.5/` folder:
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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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Each `patch_{idx}.npz` file contains:
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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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## 📌 Citation
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If you use this dataset, please cite the associated paper:
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