Dataset Versions

v4

2023-11-24 3:55pm

Generated on Nov 24, 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%
1977Images
Valid Set 8%
189Images
Test Set 4%
94Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x360
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Blur: Up to 0.75px
Noise: Up to 1% of pixels

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