Dataset Versions

v6

2023-10-16 11:09pm

Generated on Oct 16, 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%
306Images
Valid Set 8%
28Images
Test Set 4%
15Images

Preprocessing

Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 50% of images
Blur: Up to 3px
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 1% of pixels

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