Dataset Versions

v1

2023-08-23 12:00pm

Generated on Aug 23, 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.
Other Formats
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Dataset Split

Train Set 85%
207Images
Valid Set 15%
36Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 71% Maximum Zoom
Rotation: Between -37° and +37°
Hue: Between -25° and +25°
Saturation: Between -46% and +46%
Brightness: Between -39% and +39%
Exposure: Between -16% and +16%
Blur: Up to 6px
Noise: Up to 8% of pixels

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