Dataset Versions

v18

0.3_

Generated on Oct 17, 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%
3112Images
Valid Set 6%
214Images
Test Set 5%
193Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise
Rotation: Between -45° and +45°
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Shear: ±5° Horizontal, ±5° Vertical

Similar Projects

See More