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README.md
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---
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license: mit
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task_categories:
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- image-to-image
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tags:
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- image-compression
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- image-restoration
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- computer-vision
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size_categories:
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- n<1K
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---
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# DF2K_OST 128×128
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## Dataset Description
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Preprocessed version of the DF2K dataset (DIV2K + Flickr2K) for training image autoencoders.
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- **Total images**: 900
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- **Image size**: 128×128 pixels
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- **Format**: PNG (RGB)
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- **Source**: DIV2K high-quality image dataset
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## Dataset Structure
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```
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df2k_ost_128/
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├── img_00000.png
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├── img_00001.png
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├── ...
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└── img_00899.png
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```
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## Usage
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```python
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from huggingface_hub import hf_hub_download
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import os
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# Download all images
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for i in range(900):
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filename = f"img_{i:05d}.png"
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hf_hub_download(
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repo_id="gperdrizet/autoencoders",
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filename=filename,
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repo_type="dataset",
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local_dir="./data"
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)
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```
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Or use with the custom data loader:
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```python
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from src.data_utils import load_df2k_ost
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images = load_df2k_ost(image_size=128)
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```
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## Original Dataset
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- **DIV2K**: https://data.vision.ee.ethz.ch/cvl/DIV2K/
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- **License**: https://data.vision.ee.ethz.ch/cvl/DIV2K/
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## Preprocessing
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1. Downloaded DIV2K train + validation sets
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2. Resized to 128×128 using Lanczos resampling
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3. Saved as optimized PNG files
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## Citation
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If you use this dataset, please cite the original DIV2K paper:
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```bibtex
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@InProceedings{Agustsson_2017_CVPR_Workshops,
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author = {Agustsson, Eirikur and Timofte, Radu},
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title = {NTIRE 2017 Challenge on Single Image Super-Resolution: Dataset and Study},
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booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
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month = {July},
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year = {2017}
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}
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```
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