Dataset Versions

v13

2023-04-26 9:26am

Generated on Apr 26, 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 77%
48Images
Valid Set 11%
7Images
Test Set 11%
7Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 15% Minimum Zoom, 52% Maximum Zoom
Grayscale: Apply to 25% of images
Brightness: Between -30% and +30%
Exposure: Between -15% and +15%
Blur: Up to 0.75px

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