Dataset Versions

v3

2022-10-24 8:40pm

Generated on Oct 25, 2022

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%
384Images
Valid Set 8%
37Images
Test Set 5%
20Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 40% Maximum Zoom
Hue: Between -10° and +10°
Saturation: Between -25% and +25%
Brightness: Between -30% and +30%
Blur: Up to 3.5px

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