Dataset Versions

v1

2022-11-07 7:06pm

Generated on Nov 7, 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.
Other Formats
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Dataset Split

Train Set 87%
117Images
Valid Set 8%
11Images
Test Set 5%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 128x128
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 52% Maximum Zoom
Rotation: Between -43° and +43°
Brightness: Between -47% and +47%
Blur: Up to 3.5px
Cutout: 5 boxes with 12% size each