Dataset Versions

v5

2022-05-16 7:10pm

Generated on May 16, 2022

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 86%
126Images
Valid Set 10%
14Images
Test Set 4%
6Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -17° and +17°
Shear: ±22° Horizontal, ±29° Vertical
Blur: Up to 6px
Noise: Up to 5% of pixels
Mosaic: Applied

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