Dataset Versions

v14

2023-10-06 9:11am

Generated on Oct 5, 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%
714Images
Valid Set 8%
69Images
Test Set 4%
33Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 416x416

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -15% and +15%
Blur: Up to 0.5px
Cutout: 7 boxes with 3% size each
Bounding Box: Brightness: Between -16% and +16%

Similar Projects

See More