Dataset Versions

v13

2023-05-16 10:53pm

Generated on May 17, 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 96%
831Images
Valid Set 2%
18Images
Test Set 2%
21Images

Preprocessing

Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 10 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -41% and +41%
Exposure: Between -17% and +17%
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Noise: Up to 5% of pixels