Dataset Versions

v1

2022-05-20 10:52pm

Generated on May 20, 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 85%
921Images
Valid Set 10%
109Images
Test Set 5%
55Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 8% Maximum Zoom
Bounding Box: Brightness: Between -99% and +99%
Bounding Box: Blur: Up to 3.75px
Bounding Box: Noise: Up to 1% of pixels