Dataset Versions

v9

2024-06-13 11:21am

Generated on Jun 13, 2024

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 95%
553Images
Valid Set 4%
21Images
Test Set 1%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 84x84
Grayscale: Applied

Augmentations

Outputs per training example: 7
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Shear: ±1° Horizontal, ±1° Vertical
Blur: Up to 0.5px

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