---
license: bsd-3-clause
tags:
- auto-ml
- image-text
- lenient
- ocean
- parquet
- randaugment
- self-training
- temporal
- weighted
---

# build_dataset.py

## Dataset Summary

A **ocean** dataset with **image text** modality, stored in **parquet** format.

## Preprocessing & Augmentation

- **Preprocessing**: auto ml
- **Augmentation**: randaugment

## Splits & Sampling

- **Split strategy**: temporal
- **Sampling**: weighted

## Quality & Labeling

- **Quality filtering**: lenient
- **Labeling**: self training

## Files

- `build_dataset.py` — main artifact of this repository

## License

See the license field above.