Dataset Versions

v9

2023-01-07 2:33am

Generated on Jan 6, 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 91%
1824Images
Valid Set 4%
80Images
Test Set 5%
90Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 180x180

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -5° and +5°
Brightness: Between -6% and +6%
Exposure: Between -5% and +5%
Bounding Box: Exposure: Between -5% and +5%

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