Dataset Versions

v1

2023-06-03 9:52am

Generated on Jun 3, 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 92%
828Images
Valid Set 4%
34Images
Test Set 4%
36Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 2048x1520

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 21% Maximum Zoom
Rotation: Between -19° and +19°
Blur: Up to 1.25px
Noise: Up to 6% of pixels