Dataset Versions

v27

2023-08-16 10:07am

Generated on Aug 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 96%
1032Images
Valid Set 3%
30Images
Test Set 1%
15Images

Preprocessing

Resize: Fit within 640x480

Augmentations

Outputs per training example: 3
Crop: 20% Minimum Zoom, 49% Maximum Zoom
Shear: ±33° Horizontal, ±22° Vertical
Hue: Between -25° and +25°
Saturation: Between -50% and +50%
Blur: Up to 5px
Bounding Box: Exposure: Between -22% and +22%
Bounding Box: Blur: Up to 4.5px

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