---
license: bsd-3-clause
tags:
- adaptive
- arrow
- hard-negative
- manual
- none
- pointcloud-text
- security
- stratified-90-10
- strict
---

# loader.py

## Dataset Summary

A **security** dataset with **pointcloud text** modality, stored in **arrow** format.

## Preprocessing & Augmentation

- **Preprocessing**: adaptive
- **Augmentation**: none

## Splits & Sampling

- **Split strategy**: stratified 90 10
- **Sampling**: hard negative

## Quality & Labeling

- **Quality filtering**: strict
- **Labeling**: manual

## Files

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

## License

See the license field above.