Dataset Versions

v1

2023-01-30 8:40pm

Generated on Jan 31, 2023

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 85%
240Images
Valid Set 10%
28Images
Test Set 5%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each

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