Dataset Versions

v10

2023-11-21 8:18am

Generated on Nov 21, 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
Choose another format.

Dataset Split

Train Set 90%
5874Images
Valid Set 4%
273Images
Test Set 6%
401Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 1920x1920
Modify Classes: 9 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Blur: Up to 1.5px
Noise: Up to 5% of pixels

Similar Projects

See More