Dataset Versions

v2

2022-07-06 7:04pm

Generated on Jul 6, 2022

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 82%
660Images
Valid Set 13%
101Images
Test Set 5%
43Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x200
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Mosaic: Applied

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