Dataset Versions

v11

2023-05-31 2:38pm

Generated on May 31, 2023

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%
3426Images
Valid Set 8%
321Images
Test Set 4%
164Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Noise: Up to 7% of pixels
Bounding Box: Brightness: Between -16% and +16%
Bounding Box: Noise: Up to 5% of pixels