Imagimob AI
Software tools for real time Edge AI

Imagimob AI is a set of software tools 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

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 many applications.

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
Software tools for real time Edge AI

Imagimob AI is a set of software tools that covers the entire chain of development for edge devices—from data collection to application creation. 

Imagimob AI Capture

Imagimob AI Capture comprises a mobile app and capture device. It’s used to collect and label synchronized sensor data and metadata (e.g., video) during the data capture phase. The mobile app allows for immediate labelling in the field. Once data capture is complete, the data is sent to a dedicated cloud service for further processing.

Imagimob AI Studio

Imagimob AI Studio guides you through the entire development process for edge devices, from verification of the captured data to deployment of the final AI application.

Easily access all of your data
Imagimob AI Capture stores data in the cloud. In Imagimob AI Studio, you and your team have access to all of the captured data independent of location. Download the data, play it back together with synchronized video or other metadata to understand it better, and organize it into different projects and datasets.

Save time by automatic labelling
Imagimob AI Studio is an excellent data labelling tool. Quickly create labels, lay them over the data, and move them around until you achieve the perfect fit. If you don't want to undertake all of the tedious labelling work yourself, simply let the Studio do the rest for you. The Studio highlights any labelling uncertainties so you can save time and focus your editing efforts.

Build your AI application, fast
Imagimob AI is packed with tools for building, training, and testing AI models. Altogether shortening the time required for architecting an optimal model for your project. It also contains tools for feature engineering and extraction that help reduce the application’s footprint and CPU usage.

Easy and robust deployment
Once you are happy with the performance of the AI model, deployment is really easy. Simply select which AI model to deploy, and let Imagimob AI Studio produce an AI application (i.e., software bundle) for the target platform automatically. If the hardware platform is connected to your PC, the AI application can be put directly on the hardware device and verified on the spot— all within Imagimob AI Studio.

Optimized for high accuracy and tiny footprint
The AI application produced is always optimized for the target hardware, leveraging Imagimob IP for reducing memory footprint and CPU usage.

The ultimate deliverable from Imagimob AI is an application built for a specific purpose. The application is an embeddable software package, including the trained AI model, optimized for a target hardware device. It can easily be integrated into 3rd party hardware platforms. For OEM devices, an application is a source code/pre-compiled library written in ANSI C.

Imagimob AI Studio is becoming more and more automated, which means the lead-time for creating an application is constantly getting shorter and shorter.

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.

Download Product Sheet  ⋅ Contact me

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.

Download Product Sheet ⋅ Contact me