Dataset Versions

v1

2024-04-19 11:11pm

Generated on Apr 19, 2024

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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Dataset Split

Train Set 88%
3228Images
Valid Set 8%
307Images
Test Set 4%
154Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -2° and +2°
Saturation: Between -22% and +22%
Brightness: Between -19% and +19%
Noise: Up to 1.92% of pixels
Bounding Box: Noise: Up to 0.1% of pixels

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