Dataset Versions

v3

2023-05-23 7:04pm

Generated on May 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 86%
456Images
Valid Set 14%
76Images
Test Set %
0Images

Preprocessing

Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 51% Maximum Zoom
Rotation: Between -45° and +45°
Saturation: Between -48% and +48%
Brightness: Between -34% and +34%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Bounding Box: Flip: Horizontal, Vertical

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