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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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+
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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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+
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+ The holograms were generated using a layer-based hologram generation method[[arxiv]()].
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+
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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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+ ---
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+ ## Dataset Sample
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+
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+ |RGB|Depth|
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+ |:-------------------------:|:-------------------------:|
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+ |<img width="512" alt="RGB" src="rgb_2048.png">|<img width="512" alt="Depth" src="depth_2048.png">|
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+
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+ |Amplitude|Phase|
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+ |:-------------------------:|:-------------------------:|
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+ |<img width="512" alt="Amplitude" src="amplitude_2048.webp">|<img width="512" alt="Phase" src="phase_2048.webp">|
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+
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+ ## Data Details
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+
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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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+
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+ ### Dataset Configuration
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+
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+ | | Format | Channels | Resolution | Precision | Range |
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+ |-----------|--------|----------|------------|-----------|-------------------------|
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+ | RGB | .exr | 3 | 2048 × 2048 | fp32 | 0-1 |
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+ | Depth | .exr | 1 | 2048 × 2048 | fp32 | 0-1 |
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+ | Amplitude | .exr | 3 | 2048 × 2048 | fp32 | dependent to data |
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+ | Phase | .exr | 3 | 2048 × 2048 | fp32 | 0-1 |
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+
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+ ### Hologram Parameters
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+
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+ | Parameter | Value |
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+ |-----------------------------|-----------------------------------------|
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+ | Resolution | 2048 × 2048 |
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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) | 7.3728 mm × 7.3728 mm × 81.33446 mm |
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+
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+
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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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+
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+
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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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+ ---
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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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+
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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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+
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+ For inquiries, please contact the corresponding author: **bluekdct@gmail.com**
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+
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+
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+ ---
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+
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+ ## Acknowledgements
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+ This work was supported by the National Research Foundation of Korea (NRF) through the Ministry of Education's Basic Science Research Program (Grant 2021R1I1A3048263, 50\%) and by the Institute of Information and Communications Technology Planning and Evaluation (IITP) grant funded by the Korea Government (MSIT) (Grant 2019-0-00001, 50\%).
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+
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+ ---