Dataset Versions

v10

2023-08-30 2:56pm

Generated on Aug 30, 2023

Popular Download Formats

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 96%
9819Images
Valid Set 2%
203Images
Test Set 2%
157Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 480x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 0% Maximum Zoom
Hue: Between -0° and +0°
Exposure: Between -9% and +9%
Mosaic: Applied

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