Dataset Versions

v2

2022-06-18 11:31am

Generated on Jun 18, 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.
Other Formats
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Dataset Split

Train Set 82%
2800Images
Valid Set 12%
400Images
Test Set 6%
200Images

Preprocessing

Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 2
Shear: ±26° Horizontal, ±26° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +0%

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