Dataset Versions

v3

2023-11-17 11:16pm

Generated on Nov 18, 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 88%
1932Images
Valid Set 8%
177Images
Test Set 4%
93Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 380x200
Grayscale: Applied

Augmentations

Outputs per training example: 3
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%

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