The new release of the Imagimob tinyML platform includes a forever free plan that will enable anyone to start developing tinyML applications. It also includes improvements on the AutoML function for deep learning anomaly detection using autoencoders. The new release will further improve the Imagimob platform, which was recognized as one of the leading tinyML platforms in a report by ABI Research that was published in June 2022.
Users can go to the Imagimob website and download the software and get started. Users of the forever free plan will have access to the full functionality of the platform, but will have a limitation in compute credits.
The new release also includes improvements on the AutoML function for deep learning anomaly detection using autoencoders. A big strength with deep learning anomaly detection is that it delivers high performance as well as eliminates the need for feature engineering, thus saving costs and reducing time-to-market. These improvements are a result of the experience from anomaly detection projects between Imagimob and large manufacturing companies.
An autoencoder is a type of artificial neural network used to learn efficient codings of unlabeled data. The encoding is validated and refined by attempting to regenerate the input from the encoding. The autoencoder learns a representation for a set of data, typically for dimensionality reduction, by training the network to ignore insignificant data.
With the improved support for autoencoder networks in Imagimob AI, developers can now build anomaly detection applications in less time, and with better performance. Customers will be able to reduce development costs and shorten time to market.
New features in the release
- Forever free Community plan with full functionality.
- Improved AutoML for anomaly detection
- Improved evaluation of anomaly detection models
- Improved starter projects for common Edge AI/tinyML applications
- and a large number of minor improvements
Imagimob: Anders Hardebring, CEO and Co-founder, email: firstname.lastname@example.org, phone: +46 705910614
Imagimob is a fast growing startup driving innovation at the forefront of Edge AI and tinyML—and enabling the intelligent products of the future. Based in Stockholm, Sweden, the company has been serving global customers within the automotive, manufacturing, healthcare, and lifestyle industries since 2013. In 2020, Imagimob launched Imagimob AI – a development platform for machine learning on edge devices. Imagimob AI guides and empowers users throughout the entire development journey, resulting in game-changing productivity and faster time-to-market. Imagimob is a partner to semiconductor companies Texas Instruments, Renesas Electronics, Synaptics and STMicroelectronics. Learn more at www.imagimob.com