Dataset Versions

v1

2023-05-16 11:32am

Generated on May 16, 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.
Other Formats
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Dataset Split

Train Set 75%
6Images
Valid Set %
0Images
Test Set 25%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 46% Maximum Zoom
Rotation: Between -45° and +45°
Saturation: Between -31% and +31%
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px

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