Dataset Versions

v2

2023-09-08 5-42pm missing annotation

Generated on Sep 8, 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 71%
672Images
Valid Set 15%
144Images
Test Set 14%
134Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -30° and +30°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -10% and +10%
Cutout: 3 boxes with 40% size each
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical

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