Dataset Versions

v12

2024-06-29 8:21am

Generated on Jun 29, 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 89%
660Images
Valid Set 8%
57Images
Test Set 3%
26Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±12° Horizontal, ±12° Vertical
Hue: Between -27° and +27°
Brightness: Between -24% and +24%
Noise: Up to 2.67% of pixels

Similar Projects

See More