Dataset Versions

v6

2024-04-24 3:58pm

Generated on Apr 24, 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%
204Images
Valid Set 11%
29Images
Test Set 11%
28Images

Preprocessing

Auto-Orient: Applied
Static Crop: 28-76% Horizontal Region, 25-79% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 29% Maximum Zoom
Grayscale: Apply to 22% of images
Blur: Up to 2.4px

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