language:en license:other size_categories:1K<n<10K format:imagefolder modality:image library:datasets library:mlcroissant region:us biology
---
license: other
license_name: flux1-dev-non-commercial-license
license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
language:
- en
tags:
- biology
pretty_name: pumpkin
---

# PumpkinVision Dataset Card

## Dataset Summary

PumpkinVision is a synthetic dataset with approximately **2,000 photorealistic pumpkin images**, created using the **FLUX Capacitor** pipeline. The goal is to demonstrate how synthetic datasets can be efficiently generated for object detection tasks. The dataset contains images in **YOLO format** with bounding box annotations and is auto-converted to **Parquet** for easy access.

## Dataset Details

- **Curated by**: phanerozoic
- **Modality**: Image
- **Size**: Approximately 2,000 images (~2.36 GB)
- **Library**: Hugging Face Datasets (auto-converted to Parquet)
- **License**: flux1-dev-non-commercial-license
- **Splits**: 
  - **Train**: 1.91k rows

## Dataset Creation

This dataset was automatically generated using **FLUX.1-dev**, which produces high-quality images based on prompt generation and object validation using **Microsoft's Florence-2**. The dataset was curated to provide a seasonal, thematic dataset centered around pumpkins for vision models.

## Direct Uses

- Object detection tasks, specifically focused on pumpkin detection.
- Exploring synthetic data for training machine learning models.
- Demonstrating the use of automated pipelines for dataset generation.

## Limitations

- The dataset consists of synthetic images, so real-world performance might differ.
- The current version only contains a training split—validation and test sets are not provided.
  
## Citation

GitHub: [FLUX Capacitor](https://github.com/CharlesCNorton/FLUXCapacitor)