Dataset Versions

v6

2023-06-26 8:51am

Generated on Jun 26, 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%
558Images
Valid Set 8%
52Images
Test Set 5%
29Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Require at least 5% of images to contain annotations.

Augmentations

Outputs per training example: 3
Saturation: Between -18% and +18%
Exposure: Between -25% and +25%
Blur: Up to 1.5px
Bounding Box: Brightness: Between -40% and +40%

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