Dataset Versions

v9

body_only_1_class

Generated on Mar 18, 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 97%
4848Images
Valid Set 1%
54Images
Test Set 2%
105Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 3 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Blur: Up to 0.6px

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