What is Data-Centric Machine Learning?

What is Data-Centric Machine Learning?

When training a machine learning model, we mostly think about modifying the model architecture or model hyperparameters to improve performance. However, oftentimes we can actually get larger performance gains by modifying the data itself. Deep learning models are...
How to Improve Segmentation Inference Speed

How to Improve Segmentation Inference Speed

The Need for Fast & Light Architectures At Landing AI, we are continuously looking to find ways to provide our customers access and use of a wide variety of model options. In many of our real-world customer applications, we have found a strong need for high...
Refer to Heat Maps for Classification Models

Refer to Heat Maps for Classification Models

  Have you ever wondered what specific characteristics models consider when they’re making predictions? For Classification projects, you can view a heat map to see just that. Watch this tutorial video to learn more.