---
license: mit
tags:
- adaptive
- astronomy
- domain-specific
- hard-negative
- heavy
- kfold-5
- lmdb
- pointcloud-text
- weak-supervision
---

# dataset_032423562_astronomy_pointcloud_text.py

## Dataset Summary

A **astronomy** dataset with **pointcloud text** modality, stored in **lmdb** format.

## Preprocessing & Augmentation

- **Preprocessing**: domain specific
- **Augmentation**: heavy

## Splits & Sampling

- **Split strategy**: kfold 5
- **Sampling**: hard negative

## Quality & Labeling

- **Quality filtering**: adaptive
- **Labeling**: weak supervision

## Files

- `dataset_032423562_astronomy_pointcloud_text.py` — main artifact of this repository

## License

See the license field above.