Dataset Versions

v4

2023-02-15 1:42pm

Generated on Feb 15, 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 88%
1572Images
Valid Set 8%
146Images
Test Set 4%
75Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Grayscale: Apply to 100% of images
Hue: Between -180° and +180°
Exposure: Between -39% and +39%
Blur: Up to 10px
Mosaic: Applied

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