Dataset Versions

v17

2022-09-27 1:35pm

Generated on Sep 27, 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 87%
3012Images
Valid Set 8%
286Images
Test Set 4%
146Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Noise: Up to 2% of pixels

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