Dataset Versions

v6

2023-06-19 2:06pm

Generated on Jun 19, 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 88%
669Images
Valid Set 6%
49Images
Test Set 5%
41Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Saturation: Between -1% and +1%
Brightness: Between -56% and +56%
Exposure: Between -9% and +9%
Blur: Up to 3.75px

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