Dataset Versions

v8

2023-03-24 11:51am

Generated on Mar 24, 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.
Other Formats
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Dataset Split

Train Set 87%
138Images
Valid Set 8%
12Images
Test Set 6%
9Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1280x1280
Modify Classes: 32 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -39° and +39°
Saturation: Between -74% and +74%

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