Dataset Versions

v2

2021-09-18 2:25pm

Generated on Sep 18, 2021

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 88%
1527Images
Valid Set 8%
145Images
Test Set 4%
72Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 41% Maximum Zoom
Brightness: Between 0% and +46%
Blur: Up to 4px
Cutout: 1 boxes with 20% size each
Bounding Box: Exposure: Between -20% and +20%