Dataset Versions

v4

noresize24

Generated on Jun 2, 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.
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Dataset Split

Train Set 92%
303Images
Valid Set 6%
20Images
Test Set 2%
5Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 30% of images
Hue: Between -100° and +100°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Blur: Up to 0.75px

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