Dataset Versions

v5

2023-02-13 3:14pm

Generated on Feb 13, 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 87%
912Images
Valid Set 8%
87Images
Test Set 4%
44Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Bounding Box: Brightness: Between -15% and +0%
Bounding Box: Blur: Up to 3px

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