Dataset Versions

v3

2024-07-30 2:57am

Generated on Jul 30, 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%
70Images
Valid Set 3%
2Images
Test Set 3%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 7
Flip: Horizontal, Vertical
Grayscale: Apply to 18% of images
Brightness: Between -25% and +25%
Blur: Up to 2.1px