Imagimob AI
A system for real time artificial intelligence on the edge

Imagimob AI is a system for Edge AI applications that enables small devices with intelligence and data processing capabilities, to empower you and your customers with actionable insights—in real-time.

A radical approach to Edge AI

When the Internet of Things and Edge AI come together, the possibilities are tremendously exciting. Imagine a product that not only has the capacity to collect data, make informed decisions, learn, and improve—but to do all of these things independently of network connections. The result can bring added safety, convenience and efficiency to the user experience, and even save lives.

However, for many, the reality of incorporating such technology into a single device is too costly and impractical. Even some of the most promising machine learning models, widely applied in the cloud and digital industries, are still using too much computing power and memory to be able to fit the small microprocessors on the market today. And the alternative of engineering customized systems is often far too expensive to bring to fruition.

At Imagimob, we’ve figured out a way to create AI systems that can run efficiently on small devices while still delivering the performance and accuracy typically only found in bigger systems. Combining inspiration from the machine learning field with our own innovations, each of our algorithms is designed with small MCUs, low CPU usage, and low memory consumption in mind.

The Imagimob effect

Imagimob AI software offers high accuracy in real-time, on low-cost hardware with low power consumption. This lends itself to a world of exciting applications, where the AI model is pre-trained with data to create specific instincts for use in all kinds of intelligent products—from fall detection clothing to predictive maintenance tools. The pre-trained application collects data with its sensors, analyzes it for relevant patterns, then sends a signal only when action is needed. 

 

 

Imagimob AI Advantages

Imagimob AI offers a number of advantages compared to cloud-based AI solutions

Actionable insights in real-time

With zero to low latency between sensing, decision, and action, Imagimob AI allows for real time operations, including making critical decisions where milliseconds matter. 

Total autonomy

Imagimob AI makes devices autonomous, meaning they can think for themselves and don’t need to connect to the internet or a central processing hub in order to work properly.

Dynamic intelligence

Imagimob AI learns quickly and easily. This means your application becomes smarter and more sophisticated over time.

Small footprint

Thanks to a tiny memory (RAM) footprint, Imagimob AI software runs efficiently even on the most low-end hardware. This means that more AI models/applications/functions can be fitted into the same chip.

 

Ultra Low Power

Imagimob AI operates locally, and only sends data when it matters. This means significantly less power consumption and data transmission costs—crucial for wearable devices. 

Increased privacy

Constantly streaming data to the cloud for storage makes a system vulnerable to privacy violations. By processing data locally on each device, these problems can be avoided entirely.

Imagimob AI Products
Software products for Edge AI

Imagimob AI is a software suite that covers the whole chain from data collection to creation of the library to be used in the edge device. 

Imagimob AI Capture

Capture comprises a mobile app and a capture device. It’s used to capture and label synchronised sensor data and video (or other metadata) during the data capture phase. The mobile app allows for immediate labelling in the field. Once the data capture is ready, it is sent to a dedicated cloud service for further processing.

Imagimob AI Analyser

Analyser is a software package for collecting, labelling and analyzing data. You can playback sensor data synchronised with video (or other metadata), in order to understand the data better. Analyser is used to do the AI modelling, AI learning, testing and tuning.

The software use techniques inspired from the entire machine learning field in combination with our own innovations and techniques to design the best possible solution for a certain application. The aim is always high accuracy with low CPU and memory consumption with small MCUs in mind. The result of the analysis is the trained AI model named Imagimob AI Lib.

Imagimob AI Analyser is becoming more and more automated which means that the leadtime to create a trained AI-model is constantly getting shorter and shorter.

Imagimob AI Lib

Imagimob AI Lib is a embedded software package that includes the trained AI model. It can be easily integrated into 3rd party hardware platforms. Imagimob AI Lib is fast, accurate and has a very small footprint, which means that it can run on low-cost and low-power hardware devices. For OEM devices the Lib is a source code / pre-compiled library written in ANSI C. The Lib is also available on iOS, Android and Apple watchOS.

 

Packaged applications
Imagimob Packaged Applications are ready-to-use embedded applications, ie trained AI-models for specific purposes.

Imagimob Fall Detection

Imagimob Fall Detection offers a powerful solution for fall detection that can be embedded into any hardware device. It offers a high level of accuracy with low levels of false alarms, and consumes very little power — attributes which are critical for any wearable device. A device with Imagimob Fall Detection can be integrated with a wide range of different products, including helmets, earphones, hearing aids, clothes, and more.

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Imagimob Product Insight

Imagimob Product Insight integrates with your product to autonomously track events and create a continuous feedback loop, providing you with in depth knowledge about how your product is being used. These insights empower you and your team to improve the user experience, optimize your business model, and ensure the competition is left behind.

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