Dataset Versions

v9

2023-11-08 12:38pm

Generated on Nov 8, 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 82%
8054Images
Valid Set 12%
1150Images
Test Set 6%
575Images

Preprocessing

Resize: Stretch to 540x540
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 2
Saturation: Between -36% and +36%
Brightness: Between -41% and +41%
Blur: Up to 2.5px

Similar Projects

See More