Dataset Versions

v3

SEAMaP Binary OG

Generated on Aug 3, 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 87%
1164Images
Valid Set 8%
112Images
Test Set 4%
59Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 3% Minimum Zoom, 12% Maximum Zoom
Shear: ±4° Horizontal, ±4° Vertical
Brightness: Between -19% and +19%
Blur: Up to 1px

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