As someone who has spent a lot of time researching and using different types of robot vacuums, I've come to learn a lot about what features are necessary for a vacuum to effectively clean edges and Hey, I'm Andre,I test, review, and recommend products that get featured on my website. The 100 Best Albums of 2022. It also helps to reduce the risk of the robot vacuum getting stuck or lost, which can be frustrating for the user. On test, the Eufy G30 Hybrid collected fine dust, cookie crumbs, and larger debris including cereal with ease, even on the lowest power setting from hard floors, although like most robot vacuums, it struggled with ground-in dirt on carpets. Although that's not to say robot vacuums with bristled brush bars aren't as effective at collecting the hair. iRobot also has several devices with smart navigation and some of the budget vacuums still use random path navigation. Buy Neabot Q11 Robotic Self-Emptying Vacuum $299.99 2. However, this can be a problem with no-go zones if there are specific areas you want the vacuum to avoid. But, that being said, there is a difference, which may be notable for you. 2-day shipping. The Roborock S7 is a mapping robot that uses lidar sensors to map your home in minutes. As a rule of thumb, the more features and functions a robot has, the more expensive it will be. Once again, be mindful of the inexpensive robot vacs in the $200 range with bumper sensors. Unlike other vacuums that smash head first into furniture and crash into walls, Wyze Robot Vacuum uses an invisible spinning laser (LIDAR) to build an exact map of your home. Battery: Another nice thing about LiDAR vacs is theyll automatically return to their charging dock when they sense the battery is getting low (usually around 20 percent), then go back to finish the job later once its fully charged. However, they're great for keeping your space less messier than usual, to help you out when you don't have the time to clean, or even to let you come home from a long day to a house that's completely clean without any effort from you. There have been huge advances in robot vacuum tech in the last few years, and newer models are even smarter. Instead, they use bump sensors, cliff sensors, sensors for walls, and optical encoders to observe and analyze the environment around them and their own movement through it. Although newer devices are much more effective at this. It doesnt usually possess the strength to clean floors like mopping. However, it's also available without the self-emptying base for a slightly more affordable price tag. The robot can also estimate the area of the room and relate it to energy reserves. This was a big help in making the cleaning process more streamlined, sanitary and getting less exposure to dust and allergens. link to Which Robot Vacuum Is Right for Me? The new JetBot series and three new models of Samsung vacuum cleaners: VR50T95935W VR30T85513W VR30T80313W. Control is handled via a mobile app or, if you have one, a smart speaker or display. Still, they offer a good alternative for those with mobility issues because all you need to do is switch them on. Then we saw circa 2014 Dyson's 360 Eye robot vacuum, that in true Sir James Dyson style claimed, "Most robotic vacuum cleaners don't see their environment, have little suction, and don't clean properly. While these robot vacuums are considered "smart navigating robots," the method each variant executes varies. In the early days of robot vacuums, they would all use a random path navigation where they bounce around the room until the algorithm determines that they have covered the majority of it. Its exceptional navigation comes in handy for things like my sons dinner time. SCORE. Once you've downloaded the app and connected to home Wi-Fi, the Dreametech L10s Ultra doesn't need to map on its maiden voyage and is straight out cleaning when you hit the button. if(typeof ez_ad_units!='undefined'){ez_ad_units.push([[300,250],'simplelifesaver_com-medrectangle-4','ezslot_1',120,'0','0'])};__ez_fad_position('div-gpt-ad-simplelifesaver_com-medrectangle-4-0'); Below I dive into the nuts and bolts of both types of technologies, why they matter, and how they will save you money and time in the long run. Right after these objects have been mapped out, they are fed into a digital system . The combination of lidar and camera built into a robot vacuum comes at a premium cost. Both technologies will create a floor plan of your home and use this for room-by-room cleaning and virtual boundaries. Lighting Cameras . Robot vacuums are an excellent solution for busy people who dont have time to put the vacuum around. Camera (Vslam): High-Level Explanation, Other Technology Robot Vacuums Use For Navigating, Why Good Robot Vacuum Navigation is Important. This also connects up to AI assistants like Siri and Alexa, and it works well in dark settings. Room . When choosing one, there are a few things to consider. Read more on this subject by reading can a robot vacuum replace your existing vacuum cleaner? An example of data being processed may be a unique identifier stored in a cookie. The turret projects lasers and times how long it takes to hit an object and bounce back. Both Roomba and Dyson use vSLAM in their devices. 1 Introduction to mmWave radar sensing: FMCW radars (5) This series of videos provides a concise yet in-depth introduction to sensing using FMCW radars. Our recommendations are based on extensive experience with and/or knowledge of these products, and we do so not because of the modest commissions we could earn but rather because we believe they are actually beneficial and useful. Both Lidar and vSLAM are ways that robot vacuums can map your home. Still, youre paying for the added convenience of not having to do the vacuuming yourself and worry about how often you should vacuum. Some robots come with springs that automatically empty waste into a bin, or even change dirty . Cameras basically allow the bot to "see." Most new cleaning bots use their seeing ability to clean better. Camera technology is generally less expensive and can detect a broader range of colors and textures, but it may be less accurate and may have difficulty distinguishing between similar-looking objects. Which Robot Vacuum Is Right for Me? The Roomba Combo J7 Plus has the ability to suck up particles as small as 0.7 microns (which is the P.O.O.P promise) making it ideal for pet owners. You'll receive notifications of a new cleaning recommendation, when a particular space in the home needs more attention. Repetitive collision can cause wear and tear on the furniture. The floor doesn't look too wet after a mop, either. The more it cleans, the more it learns the layout of your house. We want to hear it. The Dreametech L10s Ultra arrives in a large box, set up (aside from adding the water in the tank) and ready to use. Good navigation technology is essential for several reasons. At just under half the price of the Ecovacs Robovacs that can mop as well - and often discounted - this certainly comes with a more affordable price tag. 3D means it can identify and avoid obstacles. Visual simultaneous mapping and localization (vSLAM) is fast becoming the most important advance in embedded vision, with myriad possible applications. Check out my recent article, Can Robot Vacuums Damage Furniture? Where I go more in-depth on the topic of robot vacuums causing damage to furniture. iHome AutoVac Eclipse Pro Robot Vacuum with Auto Empty Base and Mapping Technology, 2200pa Ultra Strong Suction Power, 120 Minute Runtime, Holds Weeks of Debris, App Connectivity. Manage Settings if(typeof ez_ad_units!='undefined'){ez_ad_units.push([[250,250],'simplelifesaver_com-box-4','ezslot_4',101,'0','0'])};__ez_fad_position('div-gpt-ad-simplelifesaver_com-box-4-0');Lidar works by emitting laser beams and measuring the time it takes for the beams to bounce back off of objects. Most $200 $300 robot vacs will only give you basic anti-collision & anti-dropping technology. The replaceable dust bags mean the robovac comes with an ongoing cost. Check out my recent article, Can Robot Vacuums Damage Furniture? Where I go more in-depth on the topic of robot vacuums causing damage to furniture. Then, using its smartphone app you can set up distinct no-go zones. Our affiliate policy is covered in more detail here. Xbox Series X vs. PS5; Nintendo Switch . Usually, a visual SLAM system is comprised of a front and a back end. When a collision is detected, the robot vacuum may stop or reverse direction to avoid further collisions. Roborock Comparison Lidar function in the robot vacuum cleaner helps the latter to map the room, navigate freely in space and calculate the remaining power. Camera vs. lidar has been one of the big debates in the electric car realm. However, they work in the reverse direction, as they notify the robot that it comes in contact with the wall or any other object, which allows it to follow the thing. Buy Ecovacs Deebot N8 Pro+ Robot Vacuum $399.99. However, theres a new generation of devices that are taking things to the next level by including a combination of the two and AI. In the case of Amazon, Genius links direct you to the Amazon store of your country. It typically doesnt have the muscle to really clean floors like traditional mopping does, and is more equivalent to wiping it down with a wet cloth. A robot vacuum cleaner must traverse various surfaces such as hardwood flooring as well as carpets to determine the most efficient way to move between rooms. Proscenics M8 Robot Vac with LDS 4.0 LiDAR runs up to 150 minutes on a single charge, packing a 300ml water tank and 280ml dust box into its efficient design. The app also lets you schedule cleaning times, set boundaries and monitor the bots progress from anywhere. If you would like to change your settings or withdraw consent at any time, the link to do so is in our privacy policy accessible from our home page.. The iRobot Roomba S9+ is the best robot vacuum you can buy right now, although, with such a hefty price tag, it will be out of the reach of some. 9.4. Ive created several one-touch clean-up options around my sons high chair for when he throws food all over the floor. Camera-based VSLAM (Visual Simultaneous Localization and Mapping), on the other hand, uses a camera to capture images of the environment and uses computer vision algorithms to process the images and determine the location and shape of objects. It has proven helpful in various fields; archaeologists, farmers, geologists, law enforcement agencies, and the military all depended on lidar in some way or in another way. But it does not create a precise map and does not navigate as well as vacuum robots that use lidar and camera-based technologies. Eufy RoboVac 11S Quiet, nimble, and affordable This affordable robot vacuum is quieter and fits under more furniture than most models we've tested. Roborock S6 MaxV Robot Vacuum and Mop with Dual Cameras, Recognize and Avoids Obstacles, 2500Pa Strong Suction, Smart Mapping, Advanced Night Vision, Good for Pet Hair. The average price for robot vacuum cleaners with gyroscope navigation is 299, while the average for all robot vacuum cleaners is 349. The precision and price of these systems differ significantly, and its challenging to decide which would best suit your needs without knowing more about your requirements. Additional information. Some key things to look for include: If you need some recommendations, see my full guide to the best robot vacuums with mapping. By continuing to use this site, you are agreeing to our updated privacy policy. Camera (Vslam): High-Level Explanation Lidar (Light Detection and Ranging) and camera technology are both commonly used in robot vacuums to help them navigate and map their surroundings. [No Fluff Buyers Guide], link to Best Robot Vacuum For Edges & Corners [+ Types To Avoid], Robot Vacuum Lidar vs. Some of our partners may process your data as a part of their legitimate business interest without asking for consent. This is where you can set it up to map your floorplan and set zones, and it continues to learn. Just like the Ecovacs Deebot Ozmo T8 AIVI it can also detect carpet, and when it does will stop mopping to ensure your floor coverings don't end up sopping wet. The feature set is different (acquisition) but figuring out your inertial frame is the same. As mentioned before, Lidar is more expensive due to the components required. Each of these models would perform well on bare flooring and carpeted surface. This model utilized an invisible spinning laser to measure not just the size of the room, but also where any objects might obstruct its path, like couches, tables, ottomans and even instrument stands. Instead, youll get an alert on the app when it needs replacing, and the vacuum offers integration with Alexa and Google Assistant. These Anti-Fatigue Mats Will Cushion and Support Your Feet, Another (Celine) Portrait: See Bob Dylan in Fashion Brand's Latest 'Performer' Series, CPAC Speaker Calls for Transgender People to Be 'Eradicated', NBA 'Investigating,' Team Suspends Ja Morant After Allegedly Flashing Gun on Social Media, See the Beths Deliver Refreshing 'Expert in a Dying Field' Mini-Set on 'CBS Mornings', Netflixs Sex/Life Is Back to Satisfy Your Softcore Desires. That's why we've tested eight of the leading models in our own homes. If you love the idea of a robot vacuum that can mop and vacuum, but youre on a budget - this hybrid floor cleaner from Eufy is well worth considering. However, we think this is an acceptable compromise given the more affordable price tag. Still, visual SLAM is more effective in a more expansive and dynamic setting due to its texture information. The sensors on the cliff reflect infrared light off the floor to measure the distance between the robots base and the floor to prevent the floor from being swept. To effectively make a successful cleaning, the vacuum machine must first determine the layout of your house. Some of the more premium robot vacuum brands use a combination of both technologies to enhance their navigation and mapping capabilities. Although a lot of them come with the mopping capability, its more of an excellent added option than a practical one. Were proud of all the articles we write here at SLS. As a result, lidar systems tend to be more expensive than cameras. Lidar is more accurate than cameras, this means it sticks to virtual boundaries (also known as no-go lines) better than camera-based systems. The Main Laser, Front Laser, and Wall Laser work in tandem to rapidly and accurately create a 3D map of the robot's surroundings, eliminating any blind-spots and allowing the S10 to more comprehensively understand and avoid obstacles . Some vacuum robots combine two or three mapping technologies. When the sensors detect an obstacle, the robot vacuum will either stop or change its course to avoid the obstacle. #10. Other sensors like dust scanners that can determine how much dust is collected could be found in various models. Once mapping and localization using SLAM are completed, the robot can map an appropriate navigation route. When fitted with a mop, robotic vacuum will clean your floors and give you a well-maintained home. Convenience: If a vac needs too much maintenance and constant care, youre more likely to stop using it altogether. The Roborock S6 MaxV is a well-built robot vacuum with excellent automation features. The Laresar L6 Pro's auto-empty base has a 3 liter . Its a technology that, in terms of commercialization, is in its infancy. That's typically a perk of robot vacuums in the $400 to $800 range. If you pick Visual Slam or Lidar, set up your Slam system to run the most reliable IMU software and intelligent sensor fusion to maximize the performance of your robots. While robot vacuums don't have crevice tools that work well down the side of your sofa or stairs, these machines usually have small brushes on the outside of their shells. Weve selected four LiDAR-based vacs to keep your floors clean without having to break out your clunky, old-school vacuum. The camera needs lighting to create a better map and the robots with a camera are shorter than those with Lidar. Wired Cameras . For those seeking a robot vacuum on a budget, the Eufy 11S is worth considering. While SLAM navigation can be carried out in indoor and outdoor settings, most of the cases well examine in this article are related to the indoor robot vacuum cleaner. Bump sensors function similarly to the cliff sensors. Although it is pretty quiet in operation, for the 10-30 seconds that it's emptying the noise reaches a dizzying height of over 90dB. Lidar uses lasers which tends to be more accurate, although its also more expensive. Other versions of this page are available with specific content for the following regions: TechRadar is part of Future US Inc, an international media group and leading digital publisher. This is typically accomplished through the use of sensors, such as infrared sensors, that can detect when the robot vacuum is approaching an obstacle. If you see any minor errors, please let us know. After spending thousands of dollars on some of the worst and some of the best robot vacs, not to mention watching countless hours of YouTube videos on how the tech works. The best robot vacuums including eufy by Anker RoboVac G20 Robot Vacuum, Eufy BoostIQ RoboVac 11S (Slim), Neato D8 Intelligent Robot Vacuum Cleaner and Roborock S6 Pure Robot Vacuum and Mop with . It creates a map that can then be used for room-by-room cleaning schedules and setting boundaries. So you only have to worry about emptying the robot vacuum once a month or so. This chart compares the prices between robot vacuum cleaners with gyroscope navigation and robot vacuum cleaners in general: [chart] Chart: Robot vacuum cleaners with gyroscope navigation We and our partners use data for Personalised ads and content, ad and content measurement, audience insights and product development. LiDAR, light detection and ranging to be more formal, basically works by measuring reflections from a target illuminated by laser light. When looking for robot vacuums, theres a lot of jargon thrown around especially around the navigation technology such as lidar and vSLAM, but what are these? Visit our corporate site (opens in new tab). This means vSLAM robot vacuums do not perform well at night or in darker areas of your home such as cupboards and corners. 2. and LIDAR technology that quickly . Our expert reviewers spend hours testing and comparing products and services so you can choose the best for you. After reviewing all ten robot vacuum cleaners in this guide, our number one is the iRobot Roomba S9+. At a reasonable price and often discounted, youll be hard pushed to find anything cheaper on the market. Thats not to say the affordable price tag means compromising on dust pick-up. On test, we found the D10 offered good pick-up on carpets and hard floors. Read our full iRobot Roomba Combo J7 plus review. Vacuum Cleaners & Floor Care Shark AI RV2002 Wi-Fi Connect Robot Vacuum with LIDAR Navigation POWERFUL CLEANING PERFORMANCE: Incredible suction picks up all kinds of dirt and debris and in Ultraclean Mode, you get 30% better carpet cleaning (vs. RV1100AE single pass coverage, tested with sand Still, it retains the familiar circular design and rotating body found on previous Roomba robot vacuums, so it has no problems maneuvering through narrow areas. With fast mapping, single room cleaning, and automatic carpet detection, the $429 S4 Max strikes . The following is a list of all the winners from the testing process: Best Robot Vacuum Overall: iRobot Roomba s9+. NY 10036. The combination of lidar and camera built into a robot vacuum comes at a premium cost. The robot has to be aware of whether its coming up against obstacles like steps or how far it is to the entrance. However, this is only the case for the objects it can observe. Thought you might want to see this before you go. $1,200 at ecovacs. In contrast, lidar systems are a newer technology and are typically used in specialized applications, such as autonomous vehicles, robotics, and surveying. Then theyll return to finish the task after its fully charged. Dual-function vacuum and mop Smart home integration with Google Assistant or Alexa Specifications Weight: 13.42 pounds Collection Capacity: 420ml dust bin, 240ml water tank Filters: Three-layer dust-filtration Pros Ideal for pet hair Schedule cleaning times Cons Non-washable filter Buy This Product Ecovacs Deebot Ozmo T8 Robot Vacuum Shop at amazon Jennifer (Jenny) has over a decade of experience as a digital product writer specialising in appliances, smart tech and mattresses for some of the UKs leading retailers and magazine titles such as Real Homes, Ideal Home and Livingetc. In this article, well be focusing primarily on LiDAR vacs and all they have to offer. Below I dive into the nuts and bolts of both types of technologies, why they matter, and how they will save you money and time in the long run. The links are \"Genius Links.\" They give you the opportunity to choose which affiliated retailer you would like to go to when multiple affiliated options are available. If you choose one of these, look for a design with a tool to help remove pet (or human) hair that's got tangled to make your life easier. Better robots use cameras and LIDAR to map obstacles, saving that data to optimize later runs. This is a game-changer when it comes to clean-up time! Its cleaning path can be set ahead of time, tracing its trajectory back and forth in Y shapes to make triple passes over the same spots. They'll be more convenient too as you can set them to work when you're busy doing other things. But if youre looking to get a new vacuum for your home, the biggest decision right now is whether you want to get one that has LiDAR. It allows the robot vacuum to clean effectively and efficiently, covering the entire space and avoiding obstacles. I also, provide unique techniques to help simplify your life in and out of your home. The visual SLAM additionally captures more of the landscape than LiDAR because it can see more dimensions through its camera. However, it's a good buy for large homes with plenty of hard floors and, thanks to app control and voice integration, busy families, too. The 100 Greatest TV Shows of All Time When choosing a robot vacuum, I would recommend that you dont put too much weight on the type of navigation and instead focus on the navigation features. Though cameras can see more than lidar, and much easier to process (point clouds are cpu intensive). 4.5 out of 5 Stars. 6 Best Self-Emptying Robot Vacuum Cleaners [UK Guide], Latest Roborock Vacuum Will Empty Itself, Clean Itself & Refill the Mop, Dyson 360 Heurist vs Roomba S9 [Side-by-Side Comparison], Cleaning in specific zones or around certain objects, Virtual boundaries (also known as no-go lines), How many floor plans can the app store (needed if you use the robot across different floors in your home). We might receive commissions from Amazon, and other merchants when you buy something after clicking one of our links. Ecovacs Deebot N8+ Robot Vacuum and Mop With Empty Station $268.00 (List Price $649.99) Eufy BoostIQ RoboVac 11S Robot Vacuum Cleaner $139.79 (List Price $229) Shark RV912S EZ Robot. Some robot vacuums also use bumper sensors or other types of physical sensors that allow the robot vacuum to detect when it has physically collided with an object. There isn't the option to set cleaning zones or activate the mop or vacuum when you want it. iRobot has trained its. LiDAR is the laser sensor in conjunction with an Inertial Measurement Unit (IMU) to create a map of a room similar to visual SLAM, however with greater accuracy in one dimension. I ultimately discovered that robot vacuums that use a combination of lidar, camera, and collision sensors provide superior navigation over all other robot vacs. Editors picks Choose the one that would suit you the most depending on your budget, needs, and preferences. However, these tend to be more expensive than robot vacuums that employ a random route when cleaning your floors. Because they employ the use of a light detector to count the number of times the wheels rotated and are referred to as optical encoders. It will also actively avoid your furry friends at your command over Alexa, Siri or Google Assistant. This ends up making lidar based vacuums like the roborock to be faster and much more efficient at navigating through the house and knowing where it's at. As well as deciding whether you want a robovac that just vacuums or one that mops, its also important to consider battery life, as nobody wants a robot vacuum that runs out of power halfway through cleaning your home. $1,550 at best buy. Video Doorbells . Once youve got your home mapped, you can also operate it by voice command with the major Smart-Home systems, setting it up to recognize your voice and no one elses. Floodlight Spotlight . The robot creates a map as it cleans by sensing the obstacles on its way when a camera and LDS sensor creates a map before the robot starts cleaning. The Roomba i7+ excelled at collecting pet hair as well as fine dust during testing. Most $200 $300 robot vacs will only give you basic anti-collision & anti-dropping technology. These lasers are used to map the distance between the robot vacuum and those spaces/objects while also mapping the spaces and objects themselves. 19 offers from $485.99. In general, cameras tend to be less expensive than lidar systems. More advanced robot vacuums have lasers on the front of the machine and some on the underside of the device too. If you struggle with allergies, the Neato D10 is worth considering. You can also set it to go over the room twice to make sure it got everything. We are a participant in the Amazon Services LLC Associates Program as well as the Walmart affiliate program and others. The Samsung Jet Bot's LiDAR and camera pop out of a tall cylinder at the back of the robot when it's moving. Both Lidar and vSLAM vacuums have their pros and cons. However, the data received from lasers is also more complex to process so requires more powerful onboard computers, again this adds to the cost of such vacuums. However, its pick-up on carpets wasnt quite as thorough - although our existing cordless vacuum also struggled to suck up some of the remaining fine dust, suggesting this is deeply embedded into the pile. Vslam is much harder as lidar point cloud data is pretty precise. if(typeof ez_ad_units!='undefined'){ez_ad_units.push([[300,250],'simplelifesaver_com-large-leaderboard-2','ezslot_7',124,'0','0'])};__ez_fad_position('div-gpt-ad-simplelifesaver_com-large-leaderboard-2-0');Ultimately, the choice between lidar and camera technology in a robot vacuum will depend on the specific needs and preferences of the user. Roomba may be the brand best known for its robot vacuums but Krcher, the German family-owned home and garden expert, has entered the fray with not one but two models - the RCV 3 and RCV 5 that . Same. Laser sensor system allows the unit to bypass obstacles and avoid dead ends. 24 offers from $172.74. Jennifer Oksien is TechRadars Homes Editor. Visual navigation uses onboard cameras to maneuver, but those cameras often fail in low . Robot Vacuums and Mop,HONITURE 3-in-1 Robotic Vacuum Cleaner,3000pa,Ultra-Slim,Quiet,App . It also helps the robot vacuum to navigate more efficiently and effectively, as it is able to avoid obstacles and continue cleaning without having to constantly stop and start. LIDAR, Camera, Gyro, Random , Pros and Cons of each of the Robot Vacuum Navigation SystemsLearn more about cool robots on my website https://www.robottechr. This makes it an awesome choice for those who suffer from allergies because all the dust is contained, and there is no fear of emptying any of it back out again (by accident) if you open it. [No Fluff Buyers Guide], link to Best Robot Vacuum For Edges & Corners [+ Types To Avoid], Robot Vacuum Lidar vs. 1. iRobot Roomba Combo J7 Plus The best robot vacuum you can buy Specifications Runtime: up to 120 minutes Bin size: 14oz / 0.4-liter Self-emptying: Yes Wi-Fi control: Yes Today's Best Deals. Good navigation technology is essential for several reasons. For the most part, this isnt too much bother because the other sensors on the vacuum also aid navigation. . With a five-layer HEPA filtration system, this is ideal for homes with pets, and it can automatically recognize different surfaces of floors and amounts of dust to determine how much suction power is needed. Alexa and Google AI are compatible for dishing out simple voice commands, and the recharging dock is short enough to hide under a couch or somewhere out of the way. The dust canister and water tank are smaller than rival models. Best for easy controls - Eufy robovac X8 robot vacuum cleaner: 494, Eufylife.com. And there's no denying that it's expensive, unless you get it whilst on sale. Robot vacuum Navigation Systems:Which is better, LiDAR or vSLAM? I ultimately discovered that robot vacuums that use a combination of lidar, camera, and collision sensors provide superior navigation over all other robot vacs. The cameras can detect obstacles and create a map of the room, but they may not be as accurate as laser navigation systems, especially in low-light conditions. We rate each robot vacuum on how easy it was to empty, how loud it was in use, and how long the battery lasted between charges. If you purchase an independently reviewed product or service through a link on our website, Rolling Stone may receive an affiliate commission. In a typical SLAM system, the set points (points of interest as determined through the algorithms) are tracked by each camera frame to determine a triangulation 3D position, known as the triangulation of feature points. It has a unique 'ReactiveAI' feature that uses two cameras on the front of the vacuum to identify obstacles and move around them.