Nontawat Wuttikam

Properties Tagging

Object Detection

Properties Tagging Image Dataset

v5

Kow-2022-03-16 10:51am

Generated on Mar 16, 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 82%
3272Images
Valid Set 13%
505Images
Test Set 5%
209Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 300x300
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 1
Cutout: 6 boxes with 10% size each