Dataset Versions

v1

2023-08-28 2:50pm

Generated on Aug 28, 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%
2031Images
Valid Set 8%
189Images
Test Set 2%
47Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 7 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Hue: Between -25° and +25°
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Blur: Up to 2px
Mosaic: Applied
Bounding Box: Brightness: Between -25% and +25%