Dataset Versions

v10

2022-11-08 10:56am

Generated on Nov 8, 2022

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.
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Dataset Split

Train Set 100%
537Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Resize: Fill (with center crop) in 1600x2000

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 51% Maximum Zoom
Shear: ±10° Horizontal, ±12° Vertical
Hue: Between -10° and +10°
Saturation: Between -6% and +6%
Blur: Up to 0.75px

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