Dataset Versions

v9

2023-04-19 12:19am

Generated on Apr 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.
Other Formats
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Dataset Split

Train Set 86%
247Images
Valid Set 9%
26Images
Test Set 5%
14Images

Preprocessing

Static Crop: 44-100% Horizontal Region, 0-100% Vertical Region
Resize: Stretch to 320x320
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -2° and +2°
Blur: Up to 1px

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