Imagimob, an Infineon Technologies AG company, has launched DEEPCRAFT™ Starter Models, the newest addition to the DEEPCRAFT™ Edge AI software portfolio.
DEEPCRAFT™ Starter Models, which are free and open-source, are intended to give developers inspiration and a solid starting point for creating custom machine learning models. They include the datasets, preprocessing, model architecture and instructions that developers need to turn them into production-ready Edge AI models. “We’re excited to be able to offer machine learning developers an easier path to taking Edge AI models into production,” says Anders Hardebring, CEO of Imagimob. “With DEEPCRAFT™ Starter Models easily accessible in DEEPCRAFT™ Studio, there’s no barrier to entry.”
The first 12 Starter Models are now available through DEEPCRAFT™ Studio. They are developed by machine learning experts from Imagimob and Infineon, and cover a wide variety of use cases and sensors. Each Starter Model centers on a specific use case that a developer can develop further using DEEPCRAFT™ Studio. Developers can leverage the available design support collateral, such as recommended sensor settings and insights into what type of supplemental data could be collected to further train the model for their intended use-case.
Which Starter Models are available today?
At launch, Imagimob offers 12 DEEPCRAFT™ Starter Models, with more already on the way. New Starter Models will be added regularly. Some of the models available today include:
- Drill material detection using microphone
- Keyword spotter using a microphone
- Human Activity detection using an IMU
- Touch detection using CAPSENSE
- Fan anomaly using IMU
