#COLOR MACHINE LEARNING HOW TO#

I tried the same but swapped out the hue, the results were much better. Although they shared the same hue and saturation, the result was terrible.

I took this first palette and swapped out its lightness values for those from a different palette.

#COLOR MACHINE LEARNING HOW TO#

“Before figuring out how to construct the model, I took some time to try and understand what was going on under the hood of good looking palettes. George’s observations while he was developing Khroma. However, you can always edit your picks and retrain your generator. When choosing the colors, going for variety is very important if you never select light purple, for example, you will never see that color in the combos the algorithm will propose to you. You’ll see an infinite scrolling wall of colour blocks.

To start training your Khroma, go to and click Generate. Starting from these fundamental questions, George decided to start experimenting and working to build Khroma. “ Why painstakingly craft color palettes by hand when I can train an AI to learn how to infinitely replicate palettes I like? Could I train a neural network to predict whether or not I like a color? ” Color Claim’s limit is that it is a restricted collection of palettes crafted by hand, which made George wonder, George’s appreciation for Tobias’s idea pushed him to think of his own color tool. An inspirational color tool is Color Claim, ideated by Tobias Van Schneider in 2012 it is a public collection of 102 handmade color combinations saved by the designer over the years, which shows colors in context with typography. Sometimes, coming up with the perfect color palette for a design project can be arduous, especially when the options are basically endless. The template Palette, instead, works with four color combinations. Khroma works with two colour combinations that are shown in different templates: Type, Poster, Gradient, and Image (you can upload your own image and test the colors on it). Based on your preferences, the model generates an endless combination of color palettes. These colours are then used to train a neural network that can recognise thousands of other similar colours. With Khroma, you get to train an AI algorithm by choosing 50 colours that you like.

Khroma is an AI-based color tool built specifically for designers. After taking a look at Khroma, we discussed what designers can learn from Khroma and what possibilities AI might offer. George is a multi-disciplinary product designer living in New York and is currently leading design at Attune Insurance. We will explore and dive into the power of colors in our hybrid conference Design Matters 21, which will be held on September 29–30, 2021.ĭesigner George Hastings is the creator of Khroma, a fantastic website that allows you to discover, search, and save color combinations. Colour is a powerful tool to stir up emotions, convey a message, and even move the masses it gives a digital experience, product, or brand a distinctive and unique voice. Train an AI algorithm in a few minutes and combine your favourite hues to find the perfect colors for your design.Īpplying colours sapiently to a design work can truly elevate it from average.

Color machine learning