Dataset Versions

v1

2022-10-05 10:31pm

Generated on Oct 5, 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%
117Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 768x768

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 12% Maximum Zoom
Hue: Between -11° and +11°
Saturation: Between -10% and +10%
Brightness: Between -20% and +0%
Cutout: 3 boxes with 5% size each
Bounding Box: Brightness: Between -10% and +10%
Bounding Box: Blur: Up to 1px

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