Dataset Versions

v10

2023-11-10 7:04pm

Generated on Nov 10, 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 100%
537Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 251x251

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 36% Maximum Zoom
Cutout: 5 boxes with 7% size each
Bounding Box: Blur: Up to 1.75px
Bounding Box: Noise: Up to 4% of pixels

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