Dataset Versions

v20

2022-08-19 8:41am

Generated on Aug 19, 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 90%
177Images
Valid Set 7%
13Images
Test Set 3%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1920x1920

Augmentations

Outputs per training example: 3
Rotation: Between -3° and +3°
Shear: ±2° Horizontal, ±2° Vertical
Exposure: Between -6% and +6%