---
license: mit
task_categories:
- image-classification
tags:
- synthetic-data
- image-classification
- computer-vision
- houdini
- bolt
- screw
size_categories:
- 1K<n<10K
---

# Bolt and Screw Synthetic Dataset

This dataset contains synthetic images of **bolts** and **screws** generated using **Houdini**.  
It is designed for simple computer vision experiments, especially **binary image classification**.

## Dataset Details

- **Classes:** 2
  - `bolt`
  - `screw`
- **Images per class:** 500
- **Total images:** 1,000
- **Image size:** 512 × 512 pixels
- **Data type:** Synthetic rendered images
- **Generation tool:** Houdini
- **License:** MIT

## Intended Use

This dataset can be used for:

- Training a small image classification model
- Testing synthetic data workflows
- Practicing PyTorch / TensorFlow image classification
- Experimenting with transfer learning
- Comparing synthetic training data with real-world images

## Dataset Structure

Recommended structure:

```text
train/
  bolt/
    bolt_0001.jpg
    bolt_0002.jpg
    ...
  screw/
    screw_0001.jpg
    screw_0002.jpg
    ...