Dataset Versions

v7

2023-02-16 3:39pm

Generated on Feb 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 87%
1800Images
Valid Set 8%
166Images
Test Set 5%
100Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Grayscale: Apply to 12% of images
Hue: Between -25° and +25°
Brightness: Between -14% and +14%
Blur: Up to 1.25px

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