Dataset Versions

v6

2024-07-15 1:17pm

Generated on Jul 15, 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.
Other Formats
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Dataset Split

Train Set 90%
1500Images
Valid Set 5%
81Images
Test Set 5%
81Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 860x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
90° Rotate: Upside Down
Saturation: Between -13% and +13%
Brightness: Between -5% and +5%
Blur: Up to 1.2px
Noise: Up to 0.81% of pixels

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