Dataset Versions

v2

2022-04-14 11:47am add wolfgang annotations and ruddy data aug

Generated on Apr 14, 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 89%
186Images
Valid Set 6%
13Images
Test Set 4%
9Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x735

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -20° and +20°
Noise: Up to 5% of pixels