Dataset Versions

v1

2022-03-14 4:16am

Generated on Mar 13, 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 92%
72Images
Valid Set %
0Images
Test Set 8%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1600x1600

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -50% and +50%
Blur: Up to 2.5px

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