Dataset Versions

v13

2024-07-21 10:01am

Generated on Jul 21, 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 92%
1146Images
Valid Set 4%
48Images
Test Set 4%
48Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1024x1024
Modify Classes: 3 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Applied
Crop: 0% Minimum Zoom, 14% Maximum Zoom
Rotation: Between -10° and +10°
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Bounding Box: Exposure: Between -14% and +14%

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