Dataset Versions

v17

Null 15- Flip and Blur

Generated on Jul 1, 2022

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.
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Dataset Split

Train Set 83%
1715Images
Valid Set 12%
251Images
Test Set 5%
99Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 640x640
Modify Classes: 0 remapped, 0 dropped
Filter Null: Require at least 15% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Blur: Up to 1.25px