Dataset Versions

v24

2022-03-17 5:18pm

Generated on Mar 17, 2022

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 98%
3905Images
Valid Set 2%
80Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 1
Crop: 0% Minimum Zoom, 13% Maximum Zoom
Rotation: Between -4° and +4°
Cutout: 5 boxes with 10% size each