AI
Apply AI models and automate your workflows.
- Ask Questions About Your Data With GeoSense
- Training Guidelines
- The model can only learn what is visible in the imagery
- Annotate every instance inside each training region
- Size your training regions sensibly
- Class density within training regions
- Overlapping annotations behave differently per model type
- Place negative regions on visually confusing backgrounds
- Plan for enough instances per class
- Match your annotation distribution to real-world frequency
- Use multiple models when classes are many or very similar
- When the first model is bad, check these before adding more data