Dataset Versions

v5

v1

Generated on Mar 28, 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 87%
786Images
Valid Set 8%
76Images
Test Set 4%
37Images

Preprocessing

Auto-Orient: Applied
Static Crop: 32-68% Horizontal Region, 25-39% Vertical Region

Augmentations

Outputs per training example: 3
Hue: Between -180° and +180°

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