Michael J. Cunningham, MBA’s Post

AI Tech in Focus:  Novel Thermal Sensors Use AI to Classify Objects in Waste Stream Researchers at Tsinghua University in Beijing have developed a robotic tactile sensing method that incorporates thermal sensors to more accurately identify objects. The system is layered to first identify items though vision then through thermal conductivity, thermal diffusivity (rate of “heat” spread), surface roughness, contact pressure and temperature. Current systems of identification are stymied by “seeing” objects with similar shapes and sizes or objects that are unknown. This new system pairs a sensor with cascading classification algorithms to sort from easiest to hardest. The engineers then tested it by installing it on an arm to sort through objects commonly found in waste streams (paper cartons, food scraps, plastic bottles, paper napkins, etc.). The system classified objects with 99% accuracy rate—even those that were previously unknown to the robot. The success in sorting using the thermal sensing system will greatly increase accuracy and efficiency and reduce the need for human labor in waste sorting systems. Going forward, the engineers will focus on enhancing the system’s intelligence and autonomy. It is also hoped that the thermal sensor information could be combined with brain-computer interface technology to enhance tactile perception for people with hand disabilities. VC Investors are always adjusting their "Play Book" with a variety of options for investing. Mikal Ventures is one of those alternatives, offering curated solutions to real world problems. Reach out if you have questions on how we can be of assistance and bookmark https://mikalventures.com/ for additional insights and information.

Victor Santoro

Helping small businesses become PROFIT MACHINES > through strategy advising + AI-powered dashboards | Doctor Turned Business Owner & Advisor, Obsessed With Data-Driven Growth | Co-designer of Huxley AI Business chatbot

6d

Michael, your post on AI thermal sensors brilliantly highlights how enhanced accuracy and efficiency in waste sorting can boost profitability. Your focus on real-world solutions is inspiring and aligns perfectly with my data-driven approach to business growth.

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