Dataset Versions

v2

2023-07-20 3:36am

Generated on Jul 19, 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.
Other Formats
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Dataset Split

Train Set 82%
306Images
Valid Set 12%
45Images
Test Set 6%
21Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 10-100% Vertical Region

Augmentations

Outputs per training example: 2
Shear: ±25° Horizontal, ±14° Vertical
Exposure: Between -30% and +30%

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