Dataset Versions

v6

Drowning_Cis_3x

Generated on Oct 31, 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 90%
13833Images
Valid Set 7%
1075Images
Test Set 3%
477Images

Preprocessing

Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Bounding Box: Shear: ±5° Horizontal, ±5° Vertical

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