Dataset Versions

v6

2024-03-21 3:39am

Generated on Mar 21, 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 88%
162Images
Valid Set 9%
16Images
Test Set 3%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x390

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 7% Maximum Zoom
Rotation: Between -2° and +2°
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Blur: Up to 1.5px

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