Dataset Versions

v45

2023-02-17 2-15pm

Generated on Feb 17, 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 88%
2406Images
Valid Set 7%
201Images
Test Set 5%
139Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 1920x960
Modify Classes: 1 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 7% Maximum Zoom
Shear: ±5° Horizontal, ±5° Vertical