Dataset Versions

v2

2023-08-24 11:36am

Generated on Aug 24, 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 85%
300Images
Valid Set %
0Images
Test Set 15%
52Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -3° and +3°
Saturation: Between -50% and +50%
Brightness: Between -26% and +26%
Blur: Up to 2px
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Brightness: Between -20% and +20%
Bounding Box: Blur: Up to 2px

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