Dataset Versions

v21

2023-06-18 11:23am

Generated on Jun 18, 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.
Other Formats
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Dataset Split

Train Set 87%
78Images
Valid Set 10%
9Images
Test Set 3%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 360x640

Augmentations

Outputs per training example: 3
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Noise: Up to 5% of pixels

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