Dataset Versions

v11

2022-09-22 12:52pm

Generated on Sep 22, 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 75%
2080Images
Valid Set 17%
480Images
Test Set 8%
213Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 37 remapped, 20 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical