Datasets:
File size: 1,333 Bytes
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license: cc-by-sa-3.0
task_categories: []
tags:
- image
- mnist
pretty_name: MNIST Handwritten Digits
---
# Info
Balanced subsample of the classic MNIST handwritten digits dataset (LeCun, Cortes,
Burges), for use with the [AUTOENCODIX](https://github.com/jan-forest/autoencodix_package)
`Imagix` tutorial.
## Contents
- **2000 images**, 200 per digit (digits 0-9), 28x28 grayscale PNG, drawn from the
MNIST training split.
- `mnist_images.zip`: image files, named `mnist_<digit>_<index>.png`.
- `mnist_mappings.txt`: tab-separated annotation file, columns `sample_ids`,
`img_paths`, `label` (digit class, 0-9).
## Loading
```python
from huggingface_hub import hf_hub_download
import zipfile
mapping_path = hf_hub_download(repo_id="autoencodix/mnist", repo_type="dataset", filename="mnist_mappings.txt")
zip_path = hf_hub_download(repo_id="autoencodix/mnist", repo_type="dataset", filename="mnist_images.zip")
with zipfile.ZipFile(zip_path) as zf:
zf.extractall("data/images/")
```
## License
**CC BY-SA 3.0.** Original MNIST dataset by Yann LeCun, Corinna Cortes, and
Christopher J.C. Burges, derived from NIST, licensed under
[Creative Commons Attribution-ShareAlike 3.0](https://creativecommons.org/licenses/by-sa/3.0/).
See [http://yann.lecun.com/exdb/mnist/](http://yann.lecun.com/exdb/mnist/) for details.
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