Dataset Versions

v10

2023-11-18 3:38am

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.
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Dataset Split

Train Set 79%
63Images
Valid Set 19%
15Images
Test Set 3%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Brightness: Between -30% and +30%
Blur: Up to 1.5px

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