Issue link: https://read.dmtmag.com/i/1530176
John Deer Adds SmartDetect to Select Loaders John Deere has added its SmartDetect, an object de- tection system that enhances overall situational awareness for operators, to select utili- ty-class and production-class wheel loaders. is summer, John Deere introduced the SmartDetect Field Kits for 444-904 P-Tier and X-Tier models. With safety being a constant concern in the construction industry, the technology aims to provide operators with greater visibil- ity. "SmartDetect is a crucial addition to our portfolio of precision construction technol- ogy solutions, designed to help operators confidently navigate and maximize productivity on busy construction sites," says Katie Voelliger, product mar- keting manager. "Safety is a shared responsibility, and we're excited to continue developing solutions that empower oper- ators to work more safely and effectively." How ro address job site awareness Recognizing that operator awareness is critical in reduc- ing accidents, John Deere de- signed SmartDetect to function as an additional set of eyes for loaders. "With upwards of 40% of wheel loader applications being conducted in reverse, additional visibility to job site surroundings can significantly martDetect achieves this awareness through strategi- cally positioned cameras. e system includes stereo cameras that work in pairs, delivering a 3D perception view that can identify bystanders and ob- stacles behind the loader. e technology is complemented by a secondary G5 display, which provides operators with a live digital feed, along with visual and audible alerts. "e camera positioning is tailored to increase and enhance a wider field of view," Voelliger says. "In addition, automo- tive-style dynamic travel path lines during reverse opera- tions and object classification notifications help keep the operator alert and informed." SmartDetect also incorporates machine learning for increased visbility. "We had to develop an AI/CVML (computer vision machine learning) model specifically for the con- struction environment," Voel- liger says. "is solution relies on images taken from job sites to create real-life learnings. No two job sites are the same, and developing a dataset that performs to our customers' expectations in various con- ditions was a significant chal- lenge." Another component of SmartDetect is its bystander alarm, designed to grab atten- tion quickly, even in the noisy environment of a job site. "e alarm is unique and distinct, allowing it to cut through the Future plans for smart detect Looking ahead, John Deere is looking to expand the SmartDetect system. Voelliger mentioned plans for an Assist feature that would enable the machine to slow down and come to a complete stop when it detects an obstruction. "We anticipate this feature being available in the near future," she said. In addition to the Assist feature, John Deere is developing SmartDetect Digital through the John Deere Operations Center. is en- hancement will include: Push notifications for near- miss events. Event-based near-miss reports and video. Weekly reports on technology usage and event summaries. Event heat map summaries to aid in operational optimization and trend analysis. "Initially, we launched this solution on our loader lineup, but this technology can easily be adapt- ed across several hard iron product lines within our port- folio," Voelliger says. "Looking ahead, we anticipate expanding this tech offering across our portfolio in the next three to 24 IDA Universal November-December 2024 Trends and Tidbits Continued from page 22