Dataset Versions

v8

2024-07-17 10:00am

Generated on Jul 17, 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.
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Dataset Split

Train Set 87%
1674Images
Valid Set 6%
125Images
Test Set 6%
125Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
90° Rotate: Upside Down
Saturation: Between -7% and +7%
Brightness: Between -7% and +7%
Blur: Up to 1.2px
Noise: Up to 0.85% of pixels

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