Dataset Versions

v18

BETA 018 - 320x128 s

Generated on Aug 25, 2023

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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 95%
2340Images
Valid Set 5%
115Images
Test Set 0%
5Images

Preprocessing

Resize: Stretch to 320x128
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -2° and +2°
Blur: Up to 0.25px
Cutout: 7 boxes with 1% size each

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