Deep learning has revolutionized image recognition and analysis, making unprecedented performance leaps between 2010-2014. These rapid advancements enabled the development of automated, accurate, accessible, and cost-effective medical diagnostics.

In the future, all materials scientists and chemists will have access to machine learning tools to enhance their R&D. Seamlessly integrating these underlying operations will not happen quickly, but overlooking the developments in materials informatics will lead to a loss of any competitive advantage.

Join IDTechEx Chairman, Dr Peter Harrop in this 8-minute presentation on Sensors, discussing patents, the effect of COVID19, sensor market drivers in construction, agriculture, mining, military, aerospace, consumer electronics, medical, automotive & rail.

IDTechEx has reports on many types of sensors from vehicle RADAR to biosensors, printed to wearable. By popular request, an overview of all of them is now available, called "Sensors 2021-2041". Some of the research is shared in this webinar.

Radar uptake in vehicles will continue its increase, driven both by an increase in the number of adopting cars and by the radar content per vehicle. Both trends are driven by the increasing adoption of ADAS and will be sustained and strengthened in the longer term by the emergence of highly automated or autonomous driving.

Robotics, automotive, energy and healthcare. Interview with Dr Peter Harrop on his new report: Sensors 2021-2041

This webinar from IDTechEx will provide - A technical introduction to the field, A discussion as to why now?, An overview of key players and developments, Key commercial outlooks, Critical appraisal of strategic direction available to industrial users, and Success stories.

This webinar provides insight into the industry's evolution, and will cover: Drivers for the transition to electric buses, Challenges to bus electrification, The history and future of bus electrification in key regions, The outlook for battery electric buses, plug-in hybrid buses and fuel cell electric buses, and The background to IDTechEx's new granular forecasts for the electric city bus market.

Cars electrify, now farm vehicles. The new 215-page IDTechEx report, "Electric Vehicles and Robotics in Agriculture 2020-2030" explains. This is a drill-down from the popular report, "Electric Vehicles in Construction, Agriculture and Mining 2020-2030".