Dataset Versions

v6

2022-12-28 9:38pm

Generated on Dec 28, 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 87%
600Images
Valid Set 5%
33Images
Test Set 9%
60Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -30° and +30°
Brightness: Between -40% and +40%
Exposure: Between -15% and +15%
Blur: Up to 1px

Similar Projects

See More