Dataset Versions

v3

2023-08-02 10:31am

Generated on Aug 2, 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.
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Dataset Split

Train Set 93%
162Images
Valid Set 7%
13Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 47% Maximum Zoom
Noise: Up to 5% of pixels
Cutout: 22 boxes with 10% size each
Mosaic: Applied
Bounding Box: Shear: ±19° Horizontal, ±15° Vertical

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