Dataset Versions

v10

2023-04-05 7:31pm

Generated on Apr 5, 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 86%
123Images
Valid Set 8%
11Images
Test Set 6%
9Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -15% and +15%

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