Dataset Versions

v11

2023-03-20 9:11pm

Generated on Mar 20, 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 91%
1824Images
Valid Set 4%
80Images
Test Set 5%
90Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -5° and +5°
Shear: ±3° Horizontal, ±4° Vertical
Grayscale: Apply to 20% of images
Saturation: Between -20% and +20%
Exposure: Between -5% and +5%

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