Dataset Versions

v19

2024-01-14 4:44pm

Generated on Jan 14, 2024

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 74%
1362Images
Valid Set 13%
248Images
Test Set 13%
242Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-78% Horizontal Region, 10-76% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -4° and +4°

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