Dataset Versions

v3

2022-03-16 6:17pm

Generated on Mar 16, 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.
Other Formats
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Dataset Split

Train Set 97%
249Images
Valid Set %
0Images
Test Set 3%
9Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -6° and +6°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -45% and +45%
Brightness: Between -15% and +15%
Exposure: Between -3% and +3%
Blur: Up to 1px

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