Dataset Versions

v3

2022-08-12 1:06pm

Generated on Aug 12, 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 87%
4390Images
Valid Set 9%
445Images
Test Set 4%
223Images

Preprocessing

Resize: Stretch to 416x416
Modify Classes: 3 remapped, 7 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down