Dataset Versions

v20

2024-08-16 5:40am

Generated on Aug 16, 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 85%
4974Images
Valid Set 10%
570Images
Test Set 6%
335Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 4 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -14° and +14°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Blur: Up to 1.1px

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