Dataset Versions

v3

2023-11-18 9:02pm

Generated on Nov 18, 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 88%
2125Images
Valid Set 8%
200Images
Test Set 4%
99Images

Preprocessing

Auto-Orient: Applied
Static Crop: 17-83% Horizontal Region, 0-100% Vertical Region
Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -5% and +5%

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