Dataset Versions

v2

2023-01-05 10:22pm

Generated on Jan 5, 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 7%
12Images
Valid Set 74%
122Images
Test Set 18%
30Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Rotation: Between -45° and +45°
Saturation: Between -60% and +60%
Brightness: Between -40% and +40%
Exposure: Between -17% and +17%
Blur: Up to 2px

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