Dataset Versions

v10

2024-08-30 9:44am

Generated on Aug 30, 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 84%
1575Images
Valid Set 9%
167Images
Test Set 7%
124Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 720x720

Augmentations

Outputs per training example: 3
Flip: Vertical
Crop: 0% Minimum Zoom, 11% Maximum Zoom
Rotation: Between -5° and +5°

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