Dataset Versions

v8

2023-08-01 10:21pm

Generated on Aug 1, 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 87%
1320Images
Valid Set 8%
125Images
Test Set 4%
64Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1080x1440

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical

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