Dataset Versions

v41

2022-01-23 7:38pm

Generated on Jan 23, 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 90%
246Images
Valid Set 10%
26Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 1
Crop: 0% Minimum Zoom, 12% Maximum Zoom
Rotation: Between -3° and +3°
Shear: ±7° Horizontal, ±5° Vertical
Brightness: Between -11% and +11%
Cutout: 17 boxes with 2% size each

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