Dataset Versions

v1

2023-03-07 11:39am

Generated on Mar 7, 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%
8292Images
Valid Set 8%
780Images
Test Set 4%
421Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1920x1920
Modify Classes: 2 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Mosaic: Applied