Infineon is releasing support for computer vision in DEEPCRAFT Studio, expanding on the existing support for audio, radar and other time-series data.
With this support in place, the platform will offer the ability to develop low-power, low-memory Edge AI models for vision. This is a game-changer for machine learning developers across a wide range of applications and use cases: factories can use this to implement real-time visual inspection of parts, for example, or shut down machinery in the presence of a human; Smart Home appliances can monitor objects, humans, or pets; the Edge AI use cases that vision unlocks are nearly limitless.
“These updates to DEEPCRAFT Studio optimise each step in AI model development for vision-based use cases, starting with data collection and preprocessing and all the way through model deployment,” says Alexander Samuelsson, Product Manager DEEPCRAFT Studio. “This means we are offering developers truly end-to-end support for vision. With this support paired with Infineon’s PSOC™ Edge high performance machine learning MCUs, Infineon’s customers are well-equipped to add top-of-the-line Edge AI features to their products.”
At embedded world 2025 in Nuremberg this March, Infineon will showcase this capability in a computer vision demo. The demo highlights state-of-the-art object detection powered by Ultralytics YOLO models, enabling developers to train custom computer vision solutions using DEEPCRAFT Studio. Leveraging Ultralytics YOLO models in DEEPCRAFT Studio significantly reduces training time while maintaining high accuracy, making AI deployment faster and more efficient.
These additions to DEEPCRAFT Studio paired with the platform’s unique graph-based UX interface enable iterating on models during the development cycle. Developers can run their model in real-time using their own computer and camera, making sure it works as intended before deploying onto hardware. This speeds up development, as improvements can be made to the model before it is deployed.
Availability
A new version of DEEPCRAFT Studio with support for vision will be released in April. The platform updates automatically when you restart it, so developers can download Studio here to make sure they have the earliest access to the new version when it is released.
A vision-based demonstration of DEEPCRAFT Studio will be debuted at embedded world.
