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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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---
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# Koreatech-CGH
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This dataset consists of RGBD–complex hologram pairs designed for training machine learning–based computer-generated holography (ML-CGH) models.
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It can be used for tasks such as hologram generation, hologram upscaling, and related applications.
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The holograms were generated using a layer-based hologram generation method[[arxiv]()].
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Note that this dataset is licensed under the **Creative Commons Attribution 4.0 International License Non Commercial (CC BY-NC 4.0)**.
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---
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## Data Details
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### Directory structure
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```
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root
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├─test
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│ ├─amp
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│ └─*.exr
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│ ├─depth
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│ ├─img
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│ └─phs
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├─train
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│ ├─amp
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│ ├─depth
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│ ├─img
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│ └─phs
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└─validation
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├─amp
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├─depth
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├─img
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└─phs
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```
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### Dataset Configuration
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| | Format | Channels | Resolution | Precision | Range |
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|-----------|--------|----------|------------|-----------|-------------------------|
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| RGB | .exr | 3 | 256 × 256 | fp32 | 0-1 |
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| Depth | .exr | 1 | 256 × 256 | fp32 | 0-1 |
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| Amplitude | .exr | 3 | 256 × 256 | fp32 | dependent to data |
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| Phase | .exr | 3 | 256 × 256 | fp32 | 0-1 |
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### Hologram Parameters
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| Parameter | Value |
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|-----------------------------|-----------------------------------------|
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| Resolution | 256 × 256 |
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| Pixel Pitch | 3.6 μm |
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| Wavelength (R,G,B) | 638 nm, 532 nm, 450 nm |
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| Physical Extent (H × W × D) | 921.6 mm × 921.6 mm × 10.16681 mm |
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### Data Splits
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| Split | Number of Samples |
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|-------------|-------------------|
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| Train | 5,000 |
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| Validation | 500 |
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| Test | 500 |
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---
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### Source 3D Models
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The RGB-D scenes were generated from 3D meshes obtained from the [Google Scanned Objects](https://research.google/blog/scanned-objects-by-google-research-a-dataset-of-3d-scanned-common-household-items/
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).
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---
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# License
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© 2025, SPIN Lab, Korea University of Technology and Education (KOREATECH) and Digital Holography Research Group, Electronics and Telecommunications Research Institute (ETRI)
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This dataset is licensed under the **Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)** license.
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You are free to use, modify, and distribute this work **for non-commercial purposes**, with proper attribution.
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**Commercial use is strictly prohibited.**
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See [LICENSE](./LICENSE.txt) and the [official CC BY-NC 4.0 license](https://creativecommons.org/licenses/by-nc/4.0/) for full terms.
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For inquiries, please contact the corresponding author: **bluekdct@gmail.com**
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---
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## Acknowledgements
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---
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