What to do with vision applications that are too complex for rule-based image processing on the one hand, but too simple to justify investing in a full deep learning solution on the other? One option is machine learning 'at the edge'.
Mechanical weed control in the crop row by humans is laborious - and mechanical alternatives have so far been slow. The use of pesticides against weeds is also not a sustainable alternative. Modern agricultural machinery is proving to be helpful.
Current TOP 5
Expansion of the Sensor Portfolio
VDMA economic survey 3rd quarter 2025
International Federation of Robotics
With a 3D sensor from the 'XCS' series, AT - Automation Technology is launching a product on the market that is particularly suitable for high-performance applications in the electronics industry - with an optimized laser and a field of view of up to 53 mm.
IDS Imaging Development Systems
IDS is launching a new 'IDS NXT malibu' camera on the market. It enables AI-based image processing, video compression and streaming in 4K sensor resolution at 30 fps - directly in and out of the camera.
The confocal chromatic sensor 'IFS2407-1.5' expands Micro-Epsilon's 'confocalDT' sensor portfolio and is used for high-precision displacement and thickness measurement. The sensor has a measuring range of 1.5 mm with a base distance of 17 mm.
The force sensors of the 'KT705' and 'KT805' series from Megatron have been equipped with analog electronics. This means that the force transducers also provide a negative output voltage or indicate when they are actuated in the opposite direction to the intended force.
Delta will be presenting intelligent energy infrastructure solutions for utilities, trade and industry at "The Smarter E Europe 2024" trade fair.
Right brain AI, an AI that mimics the creative abilities of the right side of the human brain, is currently experiencing a rapid rise. At the same time, this opens the door for the use of the more analytical "left brain AI". This is shown in a recent study by Pegasystems.
Mitsubishi Electric has updated the 'FX5-ENET' Ethernet module to provide Industrial Internet of Things (IIoT) functionality in installations using 'Melsec iQ-F' series PLCs.
Polytec has the 'ODiSI 7000' system family in its range for the fiber optic-based measurement of temperature and strain profiles.
Hexagon has developed the high-performance strip light scanner 'SmartScan VR800'. It is based on a completely revised platform.
What are the advantages of hybrid connection solutions compared to PoDL? Find out more about the possibilities of this hybrid connection solution compared to existing power supply solutions in the report.
Monitoring pumps in industrial processes is more than just a protective measure for the pump unit. In addition to preventive maintenance and the recording of operating data, ignition source monitoring has become increasingly important, especially in hazardous environments.
Due to complex processes and high cost pressure, system operators and plant operators can hardly avoid analysis at the edge: only by processing the measurement data close to the process can the process be intervened in real time in the event of a fault.
Siemens Smart Infrastructure and BASF have presented the first electrical safety product that contains components made from biomass-balanced plastics.
Navel", a robot from Navel Robotics, is in use on the geriatric ward at Frankfurt (Oder) Hospital. Navel is equipped with artificial intelligence (AI) that recognizes movements, voices and emotions and reacts in a human-like manner.
Forterro, a software provider for medium-sized industrial companies, is expanding its portfolio to include AI capabilities with the acquisition of Prodaso. Prodaso is a start-up that specializes in the interface between IoT and AI applications for manufacturing processes.
The e-paper for the special issue
In the age of Industry 4.0, nobody talks about 'stupid sensors' anymore. Rather, it is undisputed that the measured values collected by modern sensors are real treasures. Cleverly evaluated, they help with analysis and are indispensable for machine maintenance.
The IFR supports the career advancement of women in the robotics industry because, according to a World Bank forecast, the gross domestic product per capita would increase by almost 20 percent worldwide if the employment of women reached the same level as that of men.
Topics such as dying, death and mourning are often seen as private matters that receive little attention in the professional environment. However, a new approach that integrates these aspects of life could give companies a competitive advantage.
