| --- |
| 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 |
| ... |
