Dataset Versions

v10

2022-10-21 1:19pm

Generated on Oct 21, 2022

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 87%
282Images
Valid Set 8%
27Images
Test Set 4%
14Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 150x126

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 9% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -10% and +10%
Exposure: Between -2% and +2%
Blur: Up to 0px

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