Dataset Versions

v4

2023-09-14 9:28am

Generated on Sep 14, 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 96%
396Images
Valid Set 2%
8Images
Test Set 2%
8Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Brightness: Between -20% and +20%
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Exposure: Between -25% and +25%

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