#Paint color machine full

The neural network has really really bad ideas for paint names.

The neural network really likes brown, beige, and grey.

In fact, looking at the neural networkвЂ™s output as a whole, it is evident that: By this point, itвЂ™s able to figure out some of the basic colors, like white, red, and grey: Later in the training process, the neural network is about as well-trained as itвЂ™s going to be (perhaps with different parameters, it could have done a bit better - a lot of neural network training involves choosing the right training parameters). LetвЂ™s check in with what the more-creative setting is producing. It doesnвЂ™t seem to actually know what color they are, however. ItвЂ™s a little farther behind the curve on the names, although it does seem to be attempting a combination of the colors brown, blue, and gray.Д«y the second checkpoint, the neural network can properly spell green and gray. This paint is extremely durable and hard-wearing as such, it will be able to provide long-term protection for your vehicles.

#Paint color machine full

Here at Paintmaster, we can provide a full range of machinery enamel paints and treatments to suit your needs. Then the neural network plays it safe, and we can get an idea of what it has learned for sure.Д«y the first checkpoint, the neural network has learned to produce valid RGB values - these are colors, all right, and you could technically paint your walls with them. This is true of internal machinery and heavy vehicles and farm equipment. One way I have of checking on the neural networkвЂ™s progress during training is to ask it to produce some output using the lowest-creativity setting. (RGB = red, green, and blue color values) Could the neural network learn to invent new paint colors and give them attractive names?

Can AI help?ДЇor this experiment, I gave the neural network a list of about 7,700 Sherwin-Williams paint colors along with their RGB values. But given that the human eye can see millions of distinct colors, sooner or later weвЂ™re going to run out of good names. Tuscan sunrise, blushing pear, Tradewind, etcвЂ¦ There are in fact people who invent these names for a living. So if youвЂ™ve ever picked out paint, you know that every infinitesimally different shade of blue, beige, and gray has its own descriptive, attractive name.