-IMOU launches the new generation of AI for the home with IMOU SENSE, the matrix of advanced algorithms developed in-house
Offers higher accuracy and intelligent detection with intelligent algorithms, navigation algorithms and perception algorithms
HANGZHOU, China, April 20, 2023 /PRNewswire/ — IMOU, a leading provider of intelligent IoT solutions and services, today launches IMOU SENSE, its self-developed AI algorithm matrix with the tagline “So smart, so accurate “. IMOU SENSE has been developed based on the company’s strong research and development capabilities, providing diversified solutions for different usage scenarios, creating a more convenient and efficient experience for smart product users.
The algorithm matrix of IMOU SENSE consists of intelligent algorithms, navigation algorithms and perception algorithms.
Intelligent algorithms include video AI technologies, including attribute recognition (family member attribute recognition, gesture recognition, etc.), target detection (human figure, vehicle, package, face, pet detection, etc.), target tracking, behavior analysis (fall detection, perimeter intrusion), and audio AI technology including 3A algorithm, sound source localization, anomalous sound detection, etc. Navigation algorithms, mainly used for cleaning and domestic service robots, consist of the SLAM algorithm, the path planning algorithm, and the decision-making control algorithm. Perception algorithms are primarily responsible for calibrating multisource sensors and processing and merging information from multisource sensors. Sensors involved include binocular vision, structured light camera, millimeter wave radar, line laser, TOF camera, etc. Typical applications are scene depth estimation, lifetime detection, robot obstacle avoidance, etc.
A really accurate AI
Building on IMOU’s solid foundation of computing power and the capabilities of its leading algorithms, IMOU SENSE is truly accurate AI. IMOU algorithms have made great strides in many fields, such as object detection, object tracking, change detection, and cutting-edge technical pre-investigation. These achievements include VOT-ST2020, winner of an international competition on visual object tracking, the best session paper of the 2nd Asian Conference on Artificial Intelligence Technology, the first place in the global accuracy ranking of the generic reference point Object Tracking (GOT-10k) and ranked first in the Large-Scale Dataset for Detection of Objects in Aerial Imagery (DOTA).
Depending on the IMOU cloud platform, IMOU SENSE obtains user data, improves the quality of training data and performs a closed data loop that can continuously improve the accuracy of algorithms on the one hand and on the other , performs the generalization of the algorithms to several domestic scenarios. IMOU SENSE is customized and optimized at the chip level so that the AI chip can be used in the best possible way.
In real smart home scenarios, IMOU SENSE supports accurate detection of multiple target categories such as humans, vehicles, pets, faces, and packages, and supports any arrangement and combination of the above target categories. In addition, with the help of the target tracking algorithm, the camera equipped with IMOU SENSE can continuously track the target of interest, record the trajectory, and communicate the information in time when abnormal behavior is detected. IMOU SENSE enables real-time detection and feedback, with an accurate detection result that is 20%-50% higher in accuracy rate than the algorithm that comes with the chip.
A really smart AI
IMOU SENSE has a deep knowledge of the scenarios, which makes it a really intelligent AI. For cleaning robots equipped with IMOU SENSE, the robot will not only know where it is, but also what is around it and how it can work better. At the same time, IMOU SENSE can adapt to unknown and unstructured scenarios. When the robot is placed in an unfamiliar environment, it has the ability to independently explore and learn the environment around it.
Using a cleaning robot equipped with IMOU SENSE, for example, makes the cleaning process simply smarter, as IMOU SENSE ensures that dynamic keyframe updates are detected, allowing the robot to better understand the scenario and deal with unknown situations. You can also complete mapping and route planning faster and more accurately when dealing with unfamiliar surroundings and obstacle avoidance, so cleaning is worry-free.
The cleaning plan is also smarter. IMOU SENSE’s high-precision positioning and fusion mapping capabilities allow for more customized cleaning plans to suit various situations in the user’s home, making cleaning more efficient.
IMOU SENSE supports detection of more than 30 categories of objects in home scenarios, and designs customized obstacle avoidance strategies for each category to ensure the safe operation of robot cleaners. In addition, based on the scene recognition algorithm, the IMOU robot can autonomously identify the scene it is in, and then offer tailor-made and personalized cleaning solutions. For example, when it detects that the robot is in the kitchen or bathroom, it automatically increases the force of the mop; when the robot is detected to be in the bedroom, it dynamically adjusts the suction to avoid introducing excessive noise.
The Cruiser 2 and Rex 3D security cameras, recently launched by IMOU, are the first IMOU products equipped with IMOU SENSE. And more products will come with IMOU SENSE, providing diversified solutions for different usage scenarios.
About IMOU
IMOU, a leading provider of smart IoT solutions and services, is committed to creating an easier, smarter and safer lifestyle for all users and their families through advanced technology and smart products.
With the 4 main product systems (IMOU Security, IMOU Robots, IMOU Lights and IMOU Link) based on core AI technology and cloud technology, IMOU provides diversified solutions according to different usage scenarios, creating a more convenient experience. and efficient for smart product users.
IMOU products have reached more than 100 countries, and more than 30 million users around the world have enjoyed the safety and convenience that IMOU offers. More information at www.imoulife.com.
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