Nontawat Wuttikam

Properties Tagging

Object Detection

Properties Tagging Image Dataset

v25

2022-03-17 11:31pm

Generated on Mar 17, 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 99%
7810Images
Valid Set 1%
80Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Crop: 0% Minimum Zoom, 13% Maximum Zoom
Rotation: Between -4° and +4°
Bounding Box: Blur: Up to 0.5px