Dataset Versions

v1

2024-02-24 4:25am

Generated on Feb 23, 2024

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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 82%
340Images
Valid Set 12%
49Images
Test Set 6%
24Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -30° and +30°
Brightness: Between -32% and +32%
Cutout: 6 boxes with 16% size each

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