Expanded skin tone scale released by Google to help reduce bias in AI, computer vision
![Expanded skin tone scale released by Google to help reduce bias in AI, computer vision](https://d1sr9z1pdl3mb7.cloudfront.net/wp-content/uploads/2022/05/12175602/Monk-Skin-Tone-Scale-still-1200x666-1-1024x568.png)
Expanded skin tone scale released by Google to help reduce bias in AI, computer vision
Progress on work done by Google to reduce the level of AI bias in the capture of images of skins of color using its devices has been revealed.
![Expanded skin tone scale released by Google to help reduce bias in AI, computer vision](https://wp.technologyreview.com/wp-content/uploads/2023/09/color-eyes2.jpg?w=3000)
These new tools could make AI vision systems less biased
![Expanded skin tone scale released by Google to help reduce bias in AI, computer vision](https://assets.bizclikmedia.net/900/eeed566dd2d10ffe72d5e555435fdabe:dfb89a7a77d39f86ca91f82f8796fbf4/gettyimages-1449569562.jpg)
Top 10 companies with ethical AI practices
![Expanded skin tone scale released by Google to help reduce bias in AI, computer vision](https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhrexf0WySZJHjc1WNMEVMd3LejgnSfFVx01YTkhFQB2uEeY1HuPW1nL1kKo3faJ_MnQNGh2LkF6iG_Hp-TK3BZx5oxSJjmkw6zx8lFMpijUlDVsGht2PfP8TpLFDNr6jjhyi8KsSn7o28Q89nXZYxMTw172Uq01OHwuOof_TGM6LURK0PU5W14VNYLIA/s912/image6.png)
Google Research, 2022 & beyond: Responsible AI – Google Research Blog
![Expanded skin tone scale released by Google to help reduce bias in AI, computer vision](https://news.mit.edu/sites/default/files/download/201802/MIT-Gender-Shades-01-PRESS.jpg)
Study finds gender and skin-type bias in commercial artificial-intelligence systems, MIT News
![Expanded skin tone scale released by Google to help reduce bias in AI, computer vision](https://www.thelancet.com/cms/asset/9521ba0e-db87-4f73-b9ab-a3fdeadf8448/gr2.jpg)
Characteristics of publicly available skin cancer image datasets: a systematic review - The Lancet Digital Health
![Expanded skin tone scale released by Google to help reduce bias in AI, computer vision](https://pixelplex.io/wp-content/uploads/2023/11/ai-bias-examples-meta.jpg)
AI Bias Examples: From Ageism to Racism and Mitigation Strategies
![Expanded skin tone scale released by Google to help reduce bias in AI, computer vision](https://www.thelancet.com/cms/asset/462e5697-1a03-4c6b-af1e-b843d32a35e1/gr1.jpg)
Artificial intelligence and machine learning algorithms for early detection of skin cancer in community and primary care settings: a systematic review - The Lancet Digital Health
![Expanded skin tone scale released by Google to help reduce bias in AI, computer vision](https://www.iposgoode.ca/wp-content/uploads/2022/05/Raenelle-Manning.jpg)
How Google is Reducing AI Bias with Skin Tone Inclusive Technology – IP Osgoode
![Expanded skin tone scale released by Google to help reduce bias in AI, computer vision](https://www.frontiersin.org/files/Articles/918104/fmars-09-918104-HTML/image_m/fmars-09-918104-g001.jpg)
Frontiers Artificial intelligence and automated monitoring for assisting conservation of marine ecosystems: A perspective
![Expanded skin tone scale released by Google to help reduce bias in AI, computer vision](https://upload.wikimedia.org/wikipedia/commons/7/77/X-ray_of_hand%2C_where_bone_age_is_automatically_found_by_BoneXpert_software.jpg)
Artificial intelligence in healthcare - Wikipedia
![Expanded skin tone scale released by Google to help reduce bias in AI, computer vision](https://images.prismic.io/encord/9916d1b4-0301-445a-9ddf-0ce7d49b7e58_Zero+Shot+learning.png?auto=compress%2Cformat&fit=max)
Zero-Shot Learning (ZSL) Explained: Applications, Challenges, and Key Takeaways
How to Make Artificial Intelligence Less Biased - WSJ
EXCLUSIVE Google searches for new measure of skin tones to curb bias in products
![Expanded skin tone scale released by Google to help reduce bias in AI, computer vision](https://www.ucdavis.edu/sites/default/files/styles/sf_landscape_16x9/public/media/images/AI%20animation%20image.jpg?h=eedb516a&itok=A0ch45nX)
AI: Can We Trust Machines to Make Fair Decisions?