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The solution provides improved accuracy and intelligent detection through intelligent algorithms, navigation algorithms, and perception algorithms.
HangzhouChinaAnd April 23, 2023 /PRNewswire/ — IMOU, a leading provider of intelligent Internet of Things solutions and services, today launched IMOU SENSE, a self-developed AI algorithm matrix with the slogan So Smart, So Accurate. accurate in French). IMOU SENSE is 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 users of smart products.
The IMOUSENSE algorithm matrix consists of intelligent algorithms, navigation algorithms, and perception algorithms.
Intelligent algorithms incorporate video AI technologies, including feature recognition (family member trait recognition, gesture recognition, etc.), target detection (human figure, vehicle, package, face, pet detection, etc.) , target tracking, behavior analysis (fall detection, perimeter intrusion), AI audio technology including 3A algorithm, sound source localization, abnormal sound detection, etc. Navigation algorithms, mainly used in home management and cleaning robots, include SLAM algorithm, path planning algorithm, and decision control algorithm. Perception algorithms are primarily responsible for calibrating multi-source sensors and processing and integrating information from multi-source sensors. Related sensors include binocular vision, structured light camera, millimeter wave radar, line laser, TOF camera, and others. Typical applications relate to scene depth estimation, presence detection, and robot obstacle avoidance, to name a few.
Really accurate AI
Based on IMOU’s advanced computing power and algorithm capabilities, IMOUSENSE is a truly accurate AI. IMOU algorithms have made breakthroughs in many areas, such as object detection, object tracking, change detection, and advanced advance technical search. Among these achievements are VOT-ST2020, winner of an international competition on visual object tracking, best session paper of the 2nd Asian Conference on Artificial Intelligence Technology, first place in the Global Standard Object Tracking Accuracy Ranking (GOT-10k) and first place in the Extensive Data Series To detect objects in aerial photographs (DOTA).
Through the cloud platform of IMOU, IMOUSENSE collects user data, improves the quality of training data and realizes a closed loop of data, which on the one hand helps to continuously improve the accuracy of algorithms and on the other hand, makes it possible to generalize algorithms to different local scenarios. IMOUSENSE has been 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, IMOUSENSE supports accurate detection of multiple categories of targets, such as humans, vehicles, animals, faces, packages, and supports any layout and group categories of the above targets. In addition, with the help of the target tracking algorithm, the camera equipped with IMOUSENSE can continuously track the target of interest, record the trajectory and report the time information when abnormal behavior is detected. IMOUSENSE provides real-time detection and feedback, with an accuracy rate 20-50% higher than the algorithm provided with the chip.
Really smart AI
IMOUSENSE has a deep understanding of scenarios, which makes it truly intelligent AI. For cleaning robots equipped with IMOUSENSE, the robot will not only know where it is, but also what it is around and how it can work best. At the same time, IMOUSENSE can adapt to unknown and unregulated scenarios. When a robot is placed in an unfamiliar environment, it has the ability to independently explore and learn the environment around it.
Using the IMOUSENSE quip cleaning robot, for example, makes cleaning even smarter. IMOUSENSE ensures that dynamic updates of keyframes are detected, allowing the robot to better understand the scenario and deal with unknown situations. It can also map and plan routes faster and more accurately when dealing with unfamiliar surroundings and avoid obstacles, so cleaning goes smoothly.
The cleaning plan is smarter, too. IMOUSENSE’s high-precision positioning capabilities and map integration allow for more customized cleaning plans to suit different situations in a user’s home, making cleaning more efficient.
IMOUSENSE supports the detection of more than 30 categories of objects in household scenarios and the design of customized obstacle avoidance strategies for each category to ensure the safe operation of cleaning robots. In addition, through the scene recognition algorithm, the IMOU robot can independently determine the scenario in which it is located, and then provide customized cleaning solutions. For example, when the robot is detected in the kitchen or bathroom, it will automatically increase the cleaning power; When detected in the bedroom, it dynamically adjusts the suction to avoid making excessive noise.
IMOU’s Cruiser 2 and Rex 3D security cameras were launched recently and are the first IMOU products equipped with IMOUSENSE. More products with IMOUSENSE system to come, offering various solutions for different usage scenarios.
IMOU, a leading provider of smart IoT solutions and services, is committed to creating an easier, smarter and safer lifestyle for every user and family through advanced technology and smart products.
With its four major product systems (IMOU Security, IMOU Robots, IMOU Lights, and IMOU Link) based on core AI technology and cloud technology, IMOU provides various solutions according to different usage scenarios, creating a more convenient and more efficient experience for users of smart products.
IMOU products are present in more than 100 countries, and more than 30 million users worldwide have benefited from the security and convenience offered by IMOU. More information is available on the website www.imoulife.com.
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