Dataset Versions

v10

2023-09-23 11:23pm

Generated on Sep 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.
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Dataset Split

Train Set 76%
1065Images
Valid Set 13%
181Images
Test Set 11%
153Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -30° and +30°
Shear: ±20° Horizontal, ±20° Vertical
Saturation: Between -10% and +10%
Brightness: Between -5% and +5%
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical

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