How do I update my segmentation models effectively?

How do I update my segmentation models effectively?

To update your segmentation models, you should start by gathering new training data that reflects the current trends.

What kind of new data should I collect?

Focus on collecting data that includes recent examples and variations that your model may not have encountered before.

How often should I update my models?

It's best to update your models regularly, ideally every few months, or whenever you notice a drop in performance.

Are there any tools that can help with this process?

Yes, tools like TensorFlow, PyTorch, and specialized libraries for segmentation can streamline the updating process.