Imagimob AI offers a number of advantages compared to cloud-based AI solutions
With zero to low latency between sensing, decision, and action, Imagimob AI allows for real time operations, including making critical decisions where milliseconds matter.
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.
Imagimob AI learns quickly and easily. This means your application becomes smarter and more sophisticated over time.
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.
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.
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.
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.
The Studio is used to do the AI modelling, feature engineering, AI learning, hardware optimisation, testing and tuning. It includes functionality for collecting, labelling and analyzing data. You can playback sensor data synchronised with video (or other metadata), in order to understand the data better.
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 deliverable from Imagimob AI is an application, built for a specific purpose. The application is an embedded software package that includes the trained AI model and optimised for a target hardware device. It can be easily 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 that the leadtime to create an application is constantly getting shorter and shorter.
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.
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.