Dataset Versions

v10

2024-09-19 11:17pm

Generated on Sep 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.
Other Formats
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Dataset Split

Train Set 92%
120Images
Valid Set 5%
7Images
Test Set 2%
3Images

Preprocessing

Auto-Orient: Applied
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 0.9px
Bounding Box: Noise: Up to 0.1% of pixels

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