Dataset Versions

v7

2023-04-14 10:25am

Generated on Apr 14, 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%
8242Images
Valid Set 6%
545Images
Test Set 7%
672Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 620x620
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -12° and +12°
Brightness: Between -24% and +24%
Blur: Up to 0.25px