Dataset Versions

v10

Final Version

Generated on Dec 27, 2021

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 87%
1290Images
Valid Set 8%
124Images
Test Set 4%
63Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -50% and +50%
Brightness: Between -20% and +20%
Blur: Up to 1px
Noise: Up to 2% of pixels
Cutout: 4 boxes with 10% size each