Google is improving the skin color performance in all products and practicing the concept of "image fairness"

Skin color represents who you are, which is one of the things most people experience , Although this may not sound like an important thing , But it can be said that , Many people feel excluded because of their skin color . A lot of times , The camera that takes the image cannot capture the skin color correctly , and Google Seeking to change this situation . last year ,Google Announced Real Tone for Pixel, This is just an example of the company's efforts in this regard .

today ,Google Decide on its impact on “ Image fairness ” Introduce a new step into the commitment of , And improve the representativeness of all its products .Google Has worked with Ellis, a professional and sociologist at Harvard University - With Dr. monk , The company is releasing a new skin color scale , It aims to be more inclusive of all kinds of skin colors we see in our daily life .

Munk skin color table will completely change the expression of different skin colors , This is due to Google, It is designed to have an easy-to-use technology for development and evaluation ,Google Call it the Munk screen tone scale , You can take a look at it below ：

Updating our treatment of skin color can help us better understand the performance in the image , And evaluate whether a product or feature works well in a range of skin colors . This is particularly important for computer vision , This is an artificial intelligence that allows computers to see and understand images . If not intentionally established and tested to include a wide range of skin colors , The computer vision system will be found to be not good enough for people with dark skin .

Google Express , Quantifying skin color will help us and the entire technology industry to build a more representative data set , So that we can train and evaluate the fairness of artificial intelligence model , So as to produce functions and products that are more effective for everyone -- All kinds of skin color . for example , We use this scale to evaluate and improve the face model in the detection image .

You can read more here ：

https://blog.google/products/search/monk-skin-tone-scale/