Dataset Versions

v7

Gaussian blur 1 pixel 639 images

Generated on Jul 25, 2022

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%
1085Images
Valid Set 10%
124Images
Test Set 5%
70Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Blur: Up to 1px

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