Dataset Versions

v4

2023-12-14 12:30am

Generated on Dec 13, 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 75%
5163Images
Valid Set 14%
999Images
Test Set 11%
757Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320
Grayscale: Applied
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.75px
Noise: Up to 12% of pixels
Cutout: 4 boxes with 13% size each
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down

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