Dataset Versions

v8

2023-12-11 1:23am

Generated on Dec 10, 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 92%
771Images
Valid Set 6%
48Images
Test Set 3%
23Images

Preprocessing

Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 8% Maximum Zoom
Rotation: Between -6° and +6°
Shear: ±7° Horizontal, ±7° Vertical
Brightness: Between -20% and +20%
Blur: Up to 1px
Noise: Up to 1% of pixels

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