Dataset Versions

v2189

2022-10-16 11:17pm

Generated on Oct 16, 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 86%
180Images
Valid Set 11%
24Images
Test Set 3%
6Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Noise: Up to 3% of pixels
Cutout: 5 boxes with 7% size each
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise

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