Dataset Versions

v1

2024-03-01 7:53am

Generated on Feb 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 75%
804Images
Valid Set 14%
152Images
Test Set 11%
121Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Grayscale: Apply to 15% of images
Brightness: Between -18% and +18%
Blur: Up to 1.5px
Noise: Up to 1.96% of pixels