#### NOTE
This is a **Hugging Face dataset**. For large datasets, ensure `huggingface_hub>=1.1.3` to avoid rate limits. Learn more in the <a href="https://docs.voxel51.com/integrations/huggingface.html#loading-datasets-from-the-hub" target="_blank">Hugging Face integration docs</a>.

<a href="https://huggingface.co/datasets/Voxel51/Urban100" target="_blank">![Hugging Face](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Dataset-yellow)</a>

# Dataset Card for Urban100

<!-- Provide a quick summary of the dataset. -->

![image/png](https://huggingface.co/datasets/Voxel51/Urban100/resolve/main/dataset_preview.gif)

This is a [FiftyOne](https://github.com/voxel51/fiftyone) dataset with 2200 samples.

## Installation

If you haven’t already, install FiftyOne:

```bash
pip install -U fiftyone
```

## Usage

```python
import fiftyone as fo
import fiftyone.utils.huggingface as fouh

# Load the dataset
# Note: other available arguments include 'max_samples', etc
dataset = fouh.load_from_hub("jamarks/Urban100")

# Launch the App
session = fo.launch_app(dataset)
```

## Dataset Details

### Dataset Description

The Urban100 dataset contains 100 images of urban scenes. It commonly used as a test set to evaluate the performance of super-resolution models.

- **Curated by:** Jia-Bin Huang, Abhishek Singh, Narendra Ahuja
- **Language(s) (NLP):** en
- **License:** other

### Dataset Sources

<!-- Provide the basic links for the dataset. -->
- **Repository:** https://github.com/jbhuang0604/SelfExSR
- **Paper:** https://openaccess.thecvf.com/content_cvpr_2015/papers/Huang_Single_Image_Super-Resolution_2015_CVPR_paper.pdf
- **Demo:** https://try.fiftyone.ai/datasets/urban100/samples

## Citation

<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->

**BibTeX:**

```bibtex
@InProceedings{Huang_2015_CVPR,
author = {Huang, Jia-Bin and Singh, Abhishek and Ahuja, Narendra},
title = {Single Image Super-Resolution From Transformed Self-Exemplars},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2015}
}
```

## Dataset Card Authors

[Jacob Marks](https://huggingface.co/jamarks)