Dataset Versions

v3

2023-01-17 3:29am

Generated on Jan 17, 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 85%
84Images
Valid Set 9%
9Images
Test Set 6%
6Images

Preprocessing

Resize: Stretch to 300x100

Augmentations

Outputs per training example: 3
Rotation: Between -6° and +6°
Shear: ±0° Horizontal, ±13° Vertical
Grayscale: Apply to 65% of images
Hue: Between -180° and +180°
Saturation: Between -99% and +99%
Noise: Up to 2% of pixels

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