Dataset Versions

v5

2024-11-24 12-45am

Generated on Nov 23, 2024

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 90%
956Images
Valid Set 6%
65Images
Test Set 4%
42Images

Preprocessing

Resize: Stretch to 300x120
Grayscale: Applied

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%

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