Dataset Versions

v10

2023-12-09 11:45pm

Generated on Dec 9, 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 91%
6078Images
Valid Set 6%
380Images
Test Set 3%
233Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 1-100% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 3% Maximum Zoom
Saturation: Between -15% and +15%
Brightness: Between -20% and +20%
Bounding Box: Flip: Horizontal
Bounding Box: Exposure: Between -27% and +27%

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