Dataset Versions

v1

2023-04-22 4:55am

Generated on Apr 22, 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 92%
519Images
Valid Set 4%
22Images
Test Set 4%
22Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1080

Augmentations

Outputs per training example: 3
Hue: Between -25° and +25°
Cutout: 3 boxes with 10% size each
Bounding Box: Flip: Horizontal
Bounding Box: Blur: Up to 10px

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