TL;DR:
- Imagimob introduces IMAGIMOB Ready Models, complete and production-ready ML solutions.
- These models facilitate the integration of Edge AI features into smart devices with minimal resources.
- Imagimob’s expertise and extensive field testing ensure robust performance in diverse environments.
- Four audio-based Ready Models are initially available, with more in development.
- Traditional custom ML model development requires substantial time and resources.
- IMAGIMOB Ready Models offer a streamlined and faster path to implementing Edge AI features.
- This innovation enables businesses to expedite their ML journeys with minimal investment.
Main AI News:
In its relentless pursuit of providing optimal solutions for the swift integration of smart devices into the market, Imagimob is proud to present IMAGIMOB Ready Models. These comprehensive machine learning (ML) solutions are poised to revolutionize the way companies equip their smart devices with Edge AI capabilities. Our Ready Models are designed to be robust, high-performing, and production-ready for edge devices, ensuring that businesses can efficiently harness the power of AI without the customary investments in time, resources, and expertise.
As the Edge AI landscape evolves, the availability of off-the-shelf models remains scarce. Sam Al-Attiyah, Head of Customer Success at Imagimob, notes, “If you look at the Edge AI space right now, you can probably count on one hand how many companies provide off-the-shelf models for any one solution.” Imagimob’s Ready Models, on the other hand, leverage eight years of expertise and extensive field testing across diverse environments, guaranteeing exceptional performance on small edge devices.
To fortify the resilience of our models, we subject them to a rigorous battery of scenarios and tests. Our comprehensive approach includes testing in various global settings to eliminate biases related to geography or ethnicity. The models undergo extensive field testing to ensure their real-world performance aligns with expectations, thus providing a seamless experience for your products.
Imagimob’s initial offering comprises four audio-based Ready Models: Baby Cry for baby monitors, Siren Detection for pedestrian safety, and Coughing Detection and Snoring Detection, catering to wearable devices in the medtech and health sectors. We are also actively developing additional models within the domains of Audio, Radar, IMU, and Capacitive Sensing.
A Smoother Path to Embarking on ML Journeys
For countless businesses seeking to enhance their products with smart AI features, the hurdles have historically been daunting. The typical custom ML model development cycle demands not only software engineering and AI expertise but also extensive investments of time and resources. This process spans data collection, validation, labeling, model training, deployment, and rigorous testing across diverse environments.
In stark contrast, IMAGIMOB Ready Models require minimal engineering and AI competence for implementation. By integrating our meticulously developed and tested models, businesses can embark on their Edge AI journey with unprecedented speed and ease. Anders Hardebring, CEO at Imagimob, highlights this groundbreaking advantage: “This is a much easier way for companies to begin their ML journeys—they don’t have to make such a big investment to start using it on their edge devices.” While custom model development typically takes six months to a year, our Ready Models empower companies to activate new Edge AI features virtually overnight, delivering a competitive edge in today’s dynamic market.
Conclusion:
Imagimob’s Ready Models represent a significant leap forward in simplifying Edge AI deployment for businesses. With guaranteed performance and reduced development overhead, this offering opens up new possibilities for companies seeking to infuse smart AI capabilities into their products. This shift is poised to invigorate the market, accelerating the adoption of Edge AI across industries by making it more accessible and efficient for businesses of all sizes.
