Other manufacturing data sources –including business transactions, maintenance records, geospatial data, and RFID scans–can all provide insights into industrial operations. There are many potential sources of information in manufacturing, not just the obvious ones such as sensors and PLCs. But first, we need to look at manufacturing data. To understand why, we need to understand what machine learning is and how it can actually be useful in an industrial environment. It’s also a valuable tool and the next logical step in the long history of manufacturing’s evolution. Unfortunately, there remains considerable skepticism toward machine learning in manufacturing, no doubt due to its close ties to buzzwords like “digitalization” and “Industry 4.0”.īut machine learning isn’t just a buzzword. Machine learning can augment an engineer’s capabilities, processing the huge volumes of data generated during production so that they can make decisions with as much information as possible.
#DEEP LEARNING FACTORY HOW TO#
The sheer number of variables involved in an assembly line is enormous, far more than a single person can manage on their own.ĭeciding when or how to change manufacturing lines is nothing like deciding when or how to change lanes.Īnd yet, machine learning has the potential to be much more valuable in the factory than on the road, at least for the foreseeable future. It’s much more difficult to understand how artificial intelligence and machine learning apply to something like automotive manufacturing. We’ve all seen the videos of what an autonomous vehicle “sees” through its cameras and-aside from the unhelpful yet ongoing debates about trolley problems-the execution seems fairly straightforward.īasically, we can conceive of how autonomous vehicles drive because we’re able to drive ourselves. It’s understandable: self-driving cars make it easy to visualize something as abstract as machine learning. The game is backed up with real Machine Learning, links to handpicked educational videos, and an in-game wiki to be used as learning material.When it comes to automotive applications of artificial intelligence, most people will think of autonomous vehicles. Eventually you will find the key to a better future for humans and cats (and also maybe dogs, dogs are kinda ok, too)! Experiment, optimize, automate - and keep creating a giant cat-catering factory on Mars. Sales at the Factory Stores generate tons of data which is later analyzed by real-life machine learning in order to unlock the in-depth nature of the feline mind.īut hey: no pressure! In this fail-safe environment, the key to success is to keep trying and stay curious.
Collect and analyze data with Machine Learning.Produce and sell exquisite goods to cats.Now you have a chance to continue the research and development of goods that feline hearts long for! Simply follow these steps on your way to a scientific breakthrough: It was conceived to learn everything about cats and make them happy, but it is desolated now, and cats are leaving Factory Stores unhappy and empty-pawed. You're a humble genius scientist who gets invited to become the chief engineer at an abandoned Factory on Mars, designed to produce and sell exquisite goods for cats. Learning Factory is a relaxing automation game, which lets you concentrate on the most important task in the Universe: making cats happy again. We'll be happy to give an honorable mention in the credits to all our supporters, thank you very much!” Write a guide or make explanation videos for other players.Share Video and Text feedback (you will find all the links inside the game).
How are you planning on involving the Community in your development process?
#DEEP LEARNING FACTORY FULL#
“Yes, we'll raise the price for the full release.” Will the game be priced differently during and after Early Access? What is the current state of the Early Access version? This is how you can see what we're up to!” “There's a big picture with a list of the game's features on this page, it tells what we're working on right now, what we've already finished, and what we're planning to do next.
#DEEP LEARNING FACTORY FULL VERSION#
How is the full version planned to differ from the Early Access version? We're excited to meet amazing people (like you are) and have fun making games together!”Īpproximately how long will this game be in Early Access? We did "Early Access" before and it was really cool, so here we go again. We want to know everything - what they like and don't like, and also what they think we should add to make the game better. “We want players to play the game while we're working on it so they can tell us what they think.
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