Dataset Versions

v41

2023-02-01 8:02pm

Generated on Feb 2, 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 90%
325Images
Valid Set 4%
14Images
Test Set 6%
21Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 2048x1536
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical