Dataset Versions

v23

2022-08-23 8:22am

Generated on Aug 23, 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 90%
192Images
Valid Set 7%
15Images
Test Set 3%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1920x1080

Augmentations

Outputs per training example: 3
Rotation: Between -3° and +3°
Shear: ±3° Horizontal, ±3° Vertical
Exposure: Between -8% and +8%