Dataset Versions

v2

2024-03-12 2:52pm

Generated on Mar 12, 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 88%
903Images
Valid Set 8%
86Images
Test Set 4%
43Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -19% and +19%
Blur: Up to 7.7px
Noise: Up to 1.84% of pixels
Bounding Box: Blur: Up to 1.9px
Bounding Box: Noise: Up to 0.65% of pixels

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