Dataset Versions

v7

2023-06-24 1:56pm

Generated on Jun 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 95%
7236Images
Valid Set 3%
229Images
Test Set 2%
118Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Hue: Between -70° and +70°
Saturation: Between -75% and +75%
Brightness: Between -30% and +30%
Blur: Up to 2px
Noise: Up to 12% of pixels

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