Dataset Versions

v1

2022-06-03 7:29pm

Generated on Jun 3, 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 96%
5393Images
Valid Set %
0Images
Test Set 4%
209Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 300x300
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

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