Dataset Versions

v13

2023-11-28 12:32pm

Generated on Nov 28, 2023

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 83%
966Images
Valid Set 10%
119Images
Test Set 7%
76Images

Preprocessing

Auto-Orient: Applied
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Rotation: Between -24° and +24°
Shear: ±23° Horizontal, ±23° Vertical
Saturation: Between -30% and +30%
Brightness: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 4% of pixels

Similar Projects

See More