Document - 1 February 2022

Quantization of LSTM layers - a Technical White Paper

This white paper explains what LSTM layers are, why they are important and what the technical solution Imagimob AI looks like. In Imagimob AI, quantization of a pretrained model is done with the click of a button in a user-friendly graphical user interface, which generates C code without any floating-point operations, ready for deployment.

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Contacts

Anders Hardebring

Press contact CEO and Co-Founder anders@imagimob.com +46705910614

Clare Mills

Press contact Head of Marketing clare@imagimob.com +46702751318

Imagimob AI the First tinyML Platform to Support Deep Learning Anomaly Detection

Imagimob today announced that its new release of the tinyML platform Imagimob AI supports end-to-end development of deep learning anomaly detection. 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.

1 February 2022 08:32

Quantization of LSTM layers - a Technical White Paper

This white paper explains what LSTM layers are, why they are important and what the technical solution in Imagimob AI looks like. In Imagimob AI, quantization of a pretrained model is done with the click of a button in a user-friendly graphical user interface, which generates C code without any floating-point operations, ready for deployment.

An edge AI/tinyML company

Imagimob is a fast-growing startup driving innovation at the forefront of Edge AI and tiny machine learning (tinyML), 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 their SaaS Imagimob AI for swift and easy end-to-end development of Edge AI applications for devices with constrained resources, and the newly launched off-the-shelf applications/models can be implemented quickly and easily. Imagimob AI guides and empowers users throughout the entire development journey, resulting in game-changing productivity and faster time-to-market. Tirelessly dedicated to staying on top of the latest research, Imagimob is a market leader within AI and embedded technologies.

In May 2023, Imagimob was acquired by Infineon Technologies AG.

Learn more and sign up to use Imagimob AI at imagimob.com

Quantization of LSTM layers - a Technical White Paper

Topics

Categories

Contacts

Anders Hardebring

Clare Mills

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Quantization of LSTM layers - a Technical White Paper

An edge AI/tinyML company