Dataset Versions

v14

2022-06-20 12:21pm

Generated on Jun 20, 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.
Other Formats
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Dataset Split

Train Set 86%
198Images
Valid Set 7%
16Images
Test Set 7%
17Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 616x616
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Upside Down
Bounding Box: Crop: 10% Minimum Zoom, 40% Maximum Zoom