Dataset Versions

v10

2024-11-29 9:41am

Generated on Nov 29, 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 92%
1254Images
Valid Set 6%
77Images
Test Set 2%
32Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 610x610

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -25% and +25%
Brightness: Between -23% and +23%
Noise: Up to 0.34% of pixels
Bounding Box: Blur: Up to 1.6px