Dataset Versions

v13

March 9_version2_10-08am

Generated on Mar 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 87%
621Images
Valid Set 10%
73Images
Test Set 3%
20Images

Preprocessing

Auto-Orient: Applied
Static Crop: 19-93% Horizontal Region, 12-91% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Mosaic: Applied