example Dataset

v5

2023-12-28 9:40am

Generated on Dec 28, 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%
1638Images
Valid Set 8%
149Images
Test Set 5%
92Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Blur: Up to 0.25px
Cutout: 4 boxes with 9% size each
Bounding Box: Crop: 0% Minimum Zoom, 8% Maximum Zoom

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