Dataset Versions

v2

2024-01-15 7:23pm

Generated on Jan 16, 2024

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 100%
3879Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Hue: Between -10° and +10°
Saturation: Between -20% and +20%
Brightness: Between -22% and +22%
Noise: Up to 0.58% of pixels

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