Dataset Versions

v3

2023-04-12 12:26am

Generated on Apr 11, 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 83%
111Images
Valid Set 11%
15Images
Test Set 6%
8Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Shear: ±29° Horizontal, ±24° Vertical
Blur: Up to 1.5px
Noise: Up to 10% of pixels
Bounding Box: Rotation: Between -15° and +15°

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