Dataset Versions

v1

2024-06-27 7:46am

Generated on Jun 27, 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.
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Dataset Split

Train Set 78%
897Images
Valid Set 14%
165Images
Test Set 7%
82Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 1920x1080

Augmentations

Outputs per training example: 3
Grayscale: Apply to 24% of images
Blur: Up to 4.2px

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