Dataset Versions

v8

New Version for Kaleb - aspect ratio

Generated on Nov 23, 2022

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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
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Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 500x500

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -20% and +20%
Exposure: Between -5% and +5%
Bounding Box: Blur: Up to 1px