Dataset Versions

v1

2024-03-20 1:48am

Generated on Mar 19, 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 87%
1041Images
Valid Set 10%
120Images
Test Set 3%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Counter-Clockwise, Upside Down
Exposure: Between -8% and +8%
Blur: Up to 1px
Noise: Up to 1.84% of pixels

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