Dataset Versions

v1

2023-01-31 1:33pm

Generated on Jan 31, 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 89%
3892Images
Valid Set 6%
279Images
Test Set 4%
189Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 2
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Brightness: Between -30% and +30%
Blur: Up to 1.25px
Noise: Up to 5% of pixels

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