Dataset Versions

v14

2023-02-03 10:10pm

Generated on Feb 3, 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 92%
2334Images
Valid Set 8%
202Images
Test Set 0%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 864x480

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 27% Maximum Zoom
Rotation: Between -45° and +45°
Brightness: Between -20% and +20%

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