Dataset Versions

v1

2024-07-12 3:56pm

Generated on Jul 12, 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.
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Dataset Split

Train Set 91%
804Images
Valid Set 6%
56Images
Test Set 3%
26Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 4
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Exposure: Between -32% and +32%
Blur: Up to 1px

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