Dataset Versions

v3

2024-02-21 2:47pm

Generated on Feb 21, 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.
Other Formats
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Dataset Split

Train Set 71%
570Images
Valid Set 16%
128Images
Test Set 13%
106Images

Preprocessing

Auto-Orient: Applied
Static Crop: 14-86% Horizontal Region, 0-100% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise, Upside Down

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