Dataset Versions

v3

2022-08-18 10:12am

Generated on Aug 18, 2022

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 89%
4494Images
Valid Set 9%
437Images
Test Set 3%
135Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 0 remapped, 5 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -12° and +12°
Saturation: Between -83% and +83%
Noise: Up to 4% of pixels
Bounding Box: Blur: Up to 12px

Similar Projects

See More