Dataset Versions

v7

2023-03-31 7:31am

Generated on Mar 31, 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%
6846Images
Valid Set 8%
656Images
Test Set 4%
328Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 19 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 13% Maximum Zoom

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