Dataset Versions

v11

2023-04-22 2:56am

Generated on Apr 22, 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 82%
976Images
Valid Set 18%
211Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 2% Maximum Zoom
Bounding Box: Rotation: Between -5° and +5°
Bounding Box: Shear: ±1° Horizontal, ±1° Vertical
Bounding Box: Brightness: Between -15% and +15%

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