Dataset Versions

v7

2023-11-23 10:21am

Generated on Nov 23, 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 88%
1050Images
Valid Set 6%
75Images
Test Set 6%
74Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 50% Maximum Zoom
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Blur: Up to 15px
Bounding Box: Noise: Up to 15% of pixels

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