Datasets:
File size: 1,107 Bytes
91f3f75 cebbf07 91f3f75 6499847 cebbf07 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 | ---
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
... |