Dataset Versions

v2

pipeonly

Generated on Dec 16, 2021

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 92%
915Images
Valid Set 8%
76Images
Test Set %
0Images

Preprocessing

Modify Classes: 0 remapped, 6 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 2% Maximum Zoom
Saturation: Between -1% and +1%
Blur: Up to 0.5px