Strategies to Improve the Model
Explore effective techniques to improve Azure Custom Vision models by preventing overfitting, ensuring balanced datasets, and incorporating diverse images. Understand how dataset size, variety, and balance impact model accuracy and real-world performance.
We'll cover the following...
We'll cover the following...
Introduction
Till now, we have created various projects using the Custom Vision service. For the sake of simplicity, we have used a very small dataset to train our models. But, in real-life scenarios, we would need to use very large datasets and many times the model may be able to perform well.
In this lesson, we’ll discuss some of the best practices that can be ...