Dataset Versions

v6

2023-05-27 12:50pm

Generated on May 27, 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 89%
4018Images
Valid Set 7%
314Images
Test Set 4%
196Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Hue: Between -51° and +51°
Blur: Up to 4.5px
Noise: Up to 15% of pixels
Cutout: 7 boxes with 9% size each
Mosaic: Applied

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