Dataset Versions

v5

2024-01-10 9:20pm

Generated on Jan 10, 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 86%
3940Images
Valid Set 4%
198Images
Test Set 10%
449Images

Preprocessing

Static Crop: 25-75% Horizontal Region, 21-80% Vertical Region

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Hue: Between -14° and +14°

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