Dataset Versions

v12

2024-05-08 2:33pm

Generated on May 8, 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 96%
4482Images
Valid Set 4%
194Images
Test Set %
0Images

Preprocessing

Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 13% Maximum Zoom
Rotation: Between -6° and +6°
Noise: Up to 1.01% of pixels