Dataset Versions

v11

2024-04-27 12:29pm

Generated on Apr 27, 2024

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 94%
11336Images
Valid Set 3%
352Images
Test Set 3%
354Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 4
Flip: Horizontal, Vertical
Brightness: Between -25% and +25%
Blur: Up to 4.9px
Noise: Up to 1.8% of pixels

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