Dataset Versions

v47

project

Generated on May 26, 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 88%
1401Images
Valid Set 8%
122Images
Test Set 5%
75Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 604x604
Grayscale: Applied

Augmentations

Outputs per training example: 3
Blur: Up to 1.25px
Noise: Up to 5% of pixels
Cutout: 5 boxes with 18% size each