Dataset Versions

v83

2023-07-23 2:16am

Generated on Jul 22, 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 88%
3250Images
Valid Set 8%
304Images
Test Set 4%
146Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 28 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Brightness: Between -9% and +9%
Bounding Box: Blur: Up to 2.5px

Similar Projects

See More