Dataset Versions

v11

2024-11-17 4:52pm

Generated on Nov 17, 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%
819Images
Valid Set 3%
28Images
Test Set 2%
19Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 20% of images
Blur: Up to 1.4px
Noise: Up to 1.3% of pixels