Dataset Versions

v25

2023-03-24 1:23pm

Generated on Mar 24, 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 90%
5576Images
Valid Set 6%
341Images
Test Set 4%
270Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 11 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -20° and +20°
Brightness: Between -25% and +25%
Blur: Up to 3.5px