Dataset Versions

v1

2023-09-07 12:19pm

Generated on Sep 7, 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 87%
1794Images
Valid Set 8%
173Images
Test Set 4%
88Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1240x1754

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Bounding Box: Crop: 0% Minimum Zoom, 10% Maximum Zoom

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