Artificial Intelligence

Apply machine learning and deep learning

Posts 11 - 20 of 145

Results for: Deep Learning

Building Confidence in AI with Constrained Deep Learning

Constrained deep learning is an advanced approach to training robust deep neural networks by incorporating constraints into the learning process. These constraints can be based on physical laws,... read more >>

Data Type Conversion Between MATLAB and Python: What’s New in R2024a 2

When combining MATLAB with Python® to create deep learning workflows, data type conversion between the two frameworks can be time consuming and sometimes perplexing. I 've certainly experimented... read more >>

Verification and Validation for AI: From model implementation to requirements validation 1

The following post is from Lucas García, Product Manager for Deep Learning Toolbox. This is the fourth and final post of our Verification and Validation for AI post series. Check out our... read more >>

Convert Deep Learning Models between PyTorch, TensorFlow, and MATLAB 3

In this blog post we are going to show you how to use the newest MATLAB functions to: Import models from TensorFlow and PyTorch into MATLAB Export models from MATLAB to TensorFlow and... read more >>

Tips on Accelerating Deep Learning Training

Deep learning models are trained by using large sets of labeled data. Training a deep learning model can be time-consuming; it can take from hours to days. In this blog post, we will provide a few... read more >>

Deep Learning Toolbox R2024a: Major Update and New Examples 2

On March 20th, MATLAB R2024a was released with many updates for Deep Learning Toolbox. Exciting new features for deep learning help engineers create and use explainable, robust, and scalable deep... read more >>

Data-Driven Control with MATLAB and Simulink

The following blog post is from Melda Ulusoy, Technical Marketing Manager at MathWorks. One of artificial intelligence (AI)’s first big successes was solving image classification problems with... read more >>

Verification and Validation for AI: Learning process verification

The following post is from Lucas García, Product Manager for Deep Learning Toolbox.  This is the third post in a 4-post series on Verification and Validation (V&V) for AI. The series... read more >>

Large Language Models with MATLAB 13

How to connect MATLAB to the OpenAI™ API to boost your NLP tasks. Have you heard of ChatGPT™, Generative AI, and large-language models (LLMs)? This is a rhetorical question at this point. But did... read more >>

Lidar Code-Along

Lidar (light detection and ranging) is a remote sensing technology. Lidar sensors emit laser pulses that reflect off objects, allowing them to perceive the structure of their surroundings. The... read more >>

Posts 11 - 20 of 145