Dataset Versions

v6

2023-10-30 12:31pm

Generated on Oct 30, 2023

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 87%
90Images
Valid Set 9%
9Images
Test Set 4%
4Images

Preprocessing

Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Bounding Box: Rotation: Between -3° and +3°
Bounding Box: Shear: ±5° Horizontal, ±5° Vertical

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