Dataset Versions

v6

2022-07-24 11:28am

Generated on Jul 24, 2022

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 92%
465Images
Valid Set 5%
24Images
Test Set 4%
18Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Hue: Between -12° and +12°
Saturation: Between -30% and +30%
Brightness: Between -13% and +13%
Exposure: Between -18% and +18%
Blur: Up to 1.5px
Noise: Up to 3% of pixels

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