Dataset Versions

v1

2023-02-16 12:40pm

Generated on Feb 16, 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%
1448Images
Valid Set 9%
143Images
Test Set 5%
79Images

Preprocessing

Auto-Orient: Applied
Static Crop: 4-90% Horizontal Region, 7-93% Vertical Region
Resize: Stretch to 825x464

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -5° and +5°

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