Dataset Versions

v3

2023-02-08 4:02pm

Generated on Feb 8, 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 88%
1473Images
Valid Set 8%
133Images
Test Set 4%
62Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 51% Maximum Zoom
Rotation: Between -33° and +33°
Grayscale: Apply to 5% of images
Blur: Up to 1.75px
Noise: Up to 3% of pixels

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