Dataset Versions

v1

1

Generated on Nov 25, 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.
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Dataset Split

Train Set 97%
8370Images
Valid Set 2%
198Images
Test Set 1%
76Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5% of pixels

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