In this practical virtual workshop, Infineon and ipXchange will walk through an Edge Al deployment workflow using PSOC™ Edge hardware and DEEPCRAFT™ Al Suite. The session will focus primarily on using time series sensor data on the edge, showing how engineers can move from sensor input and data collection towards model generation and deployment. The workshop will also include a shorter computer vision showcase, giving attendees a broader view of how different Al workflows can be supported on the platform. What you’ll learn – How computer vision workflows differ from time series workflows
– How to approach an Edge Al workflow from sensor input to deployment
– How time series data can be used with Edge Al in industrial applications
– How sensor data collection fits into the wider development pipeline
– How DEEPCRAFT™ Al Suite supports automated machine learning model generation
– How engineers can evaluate model outputs before deployment
– How a model can be deployed towards PSOC™ Edge hardware
– What practical trade-offs appear when building Edge Al systems for real hardware Workshop focus areas
– This workshop will focus on the practical steps behind Edge Al deployment, including:
– Sensor integration
– Data collection pipelines
– Time series model workflows
– Automated machine learning
– Model evaluation
– Quick deployment workflows
– A computer vision feature showcase Attendees are not expected to have hardware available during the live session.
This will be a guided, hands-on demonstration from Infineon and ipXchange, showing the workflow live so engineers can understand the steps involved. A step-by-step guide will also be provided so attendees can refer back to the process afterwards and explore the workflow in more detail.
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Free