Dataset Versions

v3

2023-04-18 11:16pm

Generated on Apr 19, 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%
8217Images
Valid Set 8%
774Images
Test Set 4%
377Images

Preprocessing

Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 5px
Noise: Up to 5% of pixels

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