Dataset Versions

v2

2022-11-19 9:46pm

Generated on Nov 19, 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%
213Images
Valid Set 8%
20Images
Test Set 6%
14Images

Preprocessing

Resize: Stretch to 800x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 13% of images
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Bounding Box: Flip: Horizontal

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