Dataset Versions

v4

2024-08-12 10:13am

Generated on Aug 12, 2024

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 95%
225Images
Valid Set 3%
6Images
Test Set 3%
6Images

Preprocessing

Auto-Orient: Applied
Static Crop: 28-75% Horizontal Region, 18-75% Vertical Region
Resize: Fit (reflect edges) in 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 44% Maximum Zoom
Rotation: Between -11° and +11°
Bounding Box: Exposure: Between -10% and +10%

Similar Projects

See More