Dataset Versions

v8

2023-06-14 11:35pm

Generated on Jun 14, 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%
3816Images
Valid Set 7%
321Images
Test Set 4%
188Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -23° and +23°
Shear: ±17° Horizontal, ±14° Vertical
Brightness: Between -44% and +0%

Similar Projects

See More
3.8k images