Dataset Versions

v6

2024-07-19 8:34am

Generated on Jul 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 65%
165Images
Valid Set 16%
41Images
Test Set 19%
47Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1820x1080

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 15% of images
Blur: Up to 2.6px
Noise: Up to 1.17% of pixels

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