Dataset Versions

v10

2023-05-15 11:27pm

Generated on May 15, 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%
3723Images
Valid Set 9%
375Images
Test Set 1%
51Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 59 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°

Similar Projects

See More