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HomeCEC ArchiveCEC Semester Nineteen 2021Machine Learning Application Design

Machine Learning Application Design

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Highlights
April 30 - Day 5 - Running an Inference on Target
Creating a model and testing it is great, but it’s not complete until the inference is deployed on a target and ran in the real world. In this session, we will examine how to deploy a model onto an STM32 development board and integrate it with...
April 29 - Day 4 - Training a Neural Network Part 2
Training a network isn’t a trivial endeavor. It often requires as much art as it does science in order to be successful. In this session, we will continue to explore how to train a model. We will discuss how to test the model and determine how...
April 28 - Day 3 - Training a Neural Network Part 1
Once developers have the data they want to use and have captured and labeled an adequate dataset, its time to train a model. In this session, we will start to investigate the tools developers can use to build a machine learning model. We will...