Dataset Versions

v1

2022-01-24 11:22pm

Generated on Jan 24, 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
Choose another format.

Dataset Split

Train Set 93%
8079Images
Valid Set 5%
425Images
Test Set 2%
212Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -44% and +44%
Brightness: Between -44% and +44%

Similar Projects

See More
3.3k images