Dataset Versions

v6

version for yolov5x

Generated on Oct 5, 2021

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 87%
6360Images
Valid Set 10%
709Images
Test Set 3%
205Images

Preprocessing

Resize: Stretch to 416x416
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -21% and +21%
Exposure: Between -3% and +3%
Blur: Up to 1px
Mosaic: Applied

Similar Projects

See More