Dataset Versions

v3

2022-11-17 3:55pm

Generated on Nov 17, 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.
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Dataset Split

Train Set 87%
1072Images
Valid Set 8%
104Images
Test Set 4%
53Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 640x136

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%

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