Dataset Versions

v5

2022-11-06 1:54pm

Generated on Nov 6, 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 80%
726Images
Valid Set 20%
180Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1440x1440

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -23° and +23°

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