Dataset Versions

v1

2023-09-26 2:13pm

Generated on Sep 26, 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 92%
9245Images
Valid Set 5%
543Images
Test Set 2%
240Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 1920x1920
Modify Classes: 9 remapped, 1 dropped

Augmentations

Outputs per training example: 5
Flip: Horizontal
Blur: Up to 1px
Noise: Up to 2% of pixels

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