Dataset Versions

v5

2023-11-06 12:48pm

Generated on Nov 6, 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 82%
1958Images
Valid Set 12%
281Images
Test Set 6%
140Images

Preprocessing

Resize: Stretch to 2048x1200

Augmentations

Outputs per training example: 2
Saturation: Between -25% and +25%
Brightness: Between -30% and +30%
Blur: Up to 4.25px
Noise: Up to 10% of pixels

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