Datasets:
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README.md
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---
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license: mit
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---
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Bolt and Screw Synthetic Dataset using Houdini
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---
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license: mit
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task_categories:
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- image-classification
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tags:
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- synthetic-data
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- image-classification
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- computer-vision
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- houdini
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- bolt
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- screw
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size_categories:
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- 1K<n<10K
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# Bolt and Screw Synthetic Dataset
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This dataset contains synthetic images of **bolts** and **screws** generated using **Houdini**.
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It is designed for simple computer vision experiments, especially **binary image classification**.
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## Dataset Details
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- **Classes:** 2
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- `bolt`
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- `screw`
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- **Images per class:** 500
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- **Total images:** 1,000
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- **Image size:** 512 × 512 pixels
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- **Data type:** Synthetic rendered images
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- **Generation tool:** Houdini
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- **License:** MIT
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## Intended Use
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This dataset can be used for:
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- Training a small image classification model
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- Testing synthetic data workflows
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- Practicing PyTorch / TensorFlow image classification
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- Experimenting with transfer learning
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- Comparing synthetic training data with real-world images
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## Dataset Structure
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Recommended structure:
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```text
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train/
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bolt/
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bolt_0001.jpg
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bolt_0002.jpg
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...
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screw/
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screw_0001.jpg
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screw_0002.jpg
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...
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