Dataset Versions

v3

2022-11-25 2:11pm

Generated on Nov 25, 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 85%
53Images
Valid Set 8%
5Images
Test Set 6%
4Images

Preprocessing

Auto-Orient: Applied
Static Crop: 32-64% Horizontal Region, 22-53% Vertical Region
Resize: Stretch to 244x244

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Brightness: Between -20% and +20%

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