Dataset Versions

v8

2024-05-26 10:45pm

Generated on May 26, 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 89%
1752Images
Valid Set 8%
160Images
Test Set 3%
52Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 568x320
Modify Classes: 2 remapped, 0 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Blur: Up to 2.7px
Noise: Up to 0.38% of pixels

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