Dataset Versions

v6

2023-01-11 1:11am

Generated on Jan 11, 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 86%
4395Images
Valid Set 8%
406Images
Test Set 6%
294Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 14 remapped, 2 dropped

Augmentations

Outputs per training example: 2
Rotation: Between -45° and +45°
Bounding Box: Shear: ±20° Horizontal, ±20° Vertical