Dataset Versions

v5

2022-08-09 6:02am

Generated on Aug 9, 2022

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 36%
2720Images
Valid Set 10%
802Images
Test Set 54%
4123Images

Preprocessing

Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 1
Flip: Horizontal
Crop: 0% Minimum Zoom, 7% Maximum Zoom
Saturation: Between -7% and +7%
Brightness: Between -7% and +7%
Exposure: Between -5% and +5%
Blur: Up to 0.25px