Dataset Versions

v1

2023-08-25 9:50pm

Generated on Aug 25, 2023

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.
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Dataset Split

Train Set 90%
90Images
Valid Set 9%
9Images
Test Set 1%
1Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Bounding Box: Rotation: Between -5° and +5°
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -14% and +14%
Bounding Box: Noise: Up to 4% of pixels

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