Dataset Versions

v11

2024-06-18 1:17pm

Generated on Jun 18, 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 95%
598257Images
Valid Set 3%
21540Images
Test Set 2%
9764Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 33
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 4.8px
Noise: Up to 1.98% of pixels

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