Dataset Versions

v8

2024-06-20 6:09am

Generated on Jun 20, 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 88%
2337Images
Valid Set 7%
189Images
Test Set 5%
122Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 960x960

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise
Crop: 0% Minimum Zoom, 24% Maximum Zoom
Saturation: Between -25% and +25%
Brightness: Between -22% and +22%
Noise: Up to 0.89% of pixels

Similar Projects

See More