Dataset Versions

v1

2023-10-05 2:45pm

Generated on Oct 5, 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 88%
162Images
Valid Set 8%
15Images
Test Set 4%
8Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -45% and +45%
Noise: Up to 6% of pixels
Cutout: 5 boxes with 15% size each
Bounding Box: Flip: Vertical

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