Dataset Versions

v3

2024-08-05 3:16am

Generated on Aug 5, 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 79%
15Images
Valid Set 11%
2Images
Test Set 11%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x540

Augmentations

Outputs per training example: 3
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Exposure: Between -14% and +14%
Noise: Up to 0.14% of pixels

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