bzcasper/ai-tool-pool-jewelry-vision

AI Tool Pool Jewelry Vision Dataset

Dataset Description

This dataset contains 5,130 jewelry images organized into 5 categories for computer vision tasks. The dataset was originally created and hosted on Roboflow Universe.

Categories

• Bracelet: Bracelet jewelry images
• Earrings: Earring jewelry images
• Necklace: Necklace jewelry images
• Pendant: Pendant jewelry images
• Ring: Ring jewelry images

Dataset Structure

AI-Tool-Pool-Jewelry-Vision/
├── train/           # Training images
├── test/            # Test images  
├── valid/           # Validation images
└── README.md        # This file

Each split contains subdirectories for each jewelry category with corresponding images.

Dataset Information

• Total Images: 5,130
• Format: CLIP format annotation
• License: CC BY 4.0
• Source: Roboflow Universe
• Original Dataset: https://universe.roboflow.com/work-ypnn9/ai-tool-pool-jewelry-vision

Preprocessing Applied

• Auto-orientation of pixel data (with EXIF-orientation stripping)
• Auto-contrast via adaptive equalization

Data Augmentation

The following augmentation was applied to create 3 versions of each source image:

• 50% probability of horizontal flip
• 50% probability of vertical flip
• Equal probability of one of the following 90-degree rotations: none, clockwise, counter-clockwise
• Random rotation of between -15 and +15 degrees
• Random brightness adjustment of between -80 and +80 percent

Use Cases

This dataset is suitable for:

• Image Classification: Classify jewelry types
• Zero-shot Classification: Test models on jewelry categorization without training
• Feature Extraction: Extract visual features from jewelry images
• Computer Vision Research: General computer vision tasks with fashion/jewelry domain

Citation

If you use this dataset, please cite:

@dataset{ai_tool_pool_jewelry_vision,
  title={AI Tool Pool Jewelry Vision Dataset},
  author={Roboflow User},
  year={2025},
  url={https://universe.roboflow.com/work-ypnn9/ai-tool-pool-jewelry-vision},
  note={Available under CC BY 4.0 license}
}

License

This dataset is available under the CC BY 4.0 license.# ai-tool-pool-jewelry-vision