Dataset Versions

v5

2023-07-03 5:29pm

Generated on Jul 3, 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 80%
134Images
Valid Set 18%
30Images
Test Set 2%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 2048x2048

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Grayscale: Apply to 25% of images
Cutout: 5 boxes with 25% size each