A short flashback on Industry 4.0 (though it is a known subject already) Industry 4.0, also known as the Fourth Industrial Revolution, refers to a new phase in the evolution of industry and manufacturing that is characterized by the integration of digital technologies, automation, data exchange, and Artificial Intelligence (AI) into various aspects of industrial…
Tag: Machine Learning
Factory robot can learn on its own and improve its efficiency and accuracy overnight. How?
Deep Reinforcement Learning algorithms for Robots These days, Deep Reinforcement Learning algorithms are used in factory robots to make them learning from mistakes on their own without needing to write any new AI/ML program. This way, self learning by Robots is claimed to be happening within overnight. Which means that, after eight hours or so…
Automated visual quality inspection using AI/ML in manufacturing industries that reduces scrap/rework costs
Role of AI/ML in manufacturing to reduce costs associated with scrap and rework In manufacturing, automatic visual quality inspection harnesses the power of AI, IIoT, and image recognition to help manufacturers improve product quality while significantly reducing the costs associated with scrap and rework. Let us first understand what is visual quality inspection in manufacturing?…
How much training data is normally required for developing successful AI/ML based prediction systems?
Training data is the key input for ML algorithms. Having the right quality and quantity of data is very important to get more accurate results. The larger the training data available with you, more accurate the output of ML algorithms when used for real-life predictions. But the question now is; how will you decide how…