0707ryan/Bolt_Screw_Synthetic_Dataset

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:

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