Dataset Versions

v7

2023-03-22 2:04am

Generated on Mar 21, 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 87%
10137Images
Valid Set 8%
962Images
Test Set 4%
499Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 256x256
Modify Classes: 1 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -45° and +45°
Saturation: Between -28% and +28%
Brightness: Between -18% and +18%

Similar Projects

See More
5.5k images