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Welcome to your

AI Weekly Digest

presented by Louis (What's AI) Bouchard

1️⃣ Image Editing with Full Control From Sketches 🧐: EditGAN explained 👇

 

 
Control any feature from quick drafts, and it will only edit what you want keeping the rest of the image the same! SOTA Image Editing from sketches model based on GANs by NVIDIA, MIT and UofT... Read more here.
Watch the video

2️⃣ The AI Monthly Top 3 — November 

 


Here are the 3 most interesting research papers of the month, in case you missed any of them. It is a curated list of the latest breakthroughs in AI and Data Science by release date with a clear video explanation, link to a more in-depth article, and code (if applicable). Enjoy the read here!

3️⃣ Can AI (really) forecast the future? Chapter II - AI Ethics with Martina


«Just recently, a new law in Norway makes it illegal for advertisers and social media influencers to share retouched promotional photos online when not disclosed. The amendment requires disclosures for edits made after the image was taken and before, such as Snapchat and Instagram filters that modify one's appearance. According to Vice, examples of edits that people who are being paid for pictures are required to label include "enlarged lips, narrowed waists, and exaggerated muscles," among other things [1].» Can we predict if it will be a norm in other countries too in the future? 

I remember when in the early 2000s, photo retouching was a graphic designer affair. It was an investment only companies and professionals could afford. The task has then become easier for everyone with the help of Artificial Intelligence. Thanks to Nvidia and several other Big Tech companies, retouching pictures is now so easy, diffused and socially accepted that people do not even question whether it is truly beneficial or not. Like many others, it is a free service, why not use it?

In a consensus-based network society, where drawing attention is crucial and being interesting is valuable, individuals (not only influencers) have strong incentives in editing their images: the market is thriving.
Of course, being the practice so diffused and accepted, it should also be quite normal to expect photo-retouched images from others. But it seems not the case. It has been shown how the unrealistic beauty standards imposed by social media have a negative influence on users' self-esteem.
Consequences are eating disorders, mental health issues, and suicidal thoughts among the young [2]

The trade-off is manifestly part of the broader "social dilemma": there is misalignment between the interests of the group and the incentives of individuals.
That is why, in my opinion, Norway is just leading the march, many other institutions must (and probably will) take action on the issue. The UK has already moved, Europe will most likely follow.

My suggestion: if you advertise your work and use retouched human images, don't wait for a regulation that imposes you to declare it. Everybody knows, get an edge on your competitors by choosing to be an ethical company or professional. It is a small step but it can mean a lot for the next generations.


- AI Ethics segment by Martina Todaro
Thanks to Weights & Biases for sponsoring this issue! Build better models faster with experiment tracking, dataset versioning, and model management.
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We are already at the end of this AI weekly digest! Thank you for thoroughly going through this iteration! I hope you enjoyed it. 

If you have suggestions, comments, or other thoughts, you can reach me by replying to this email or directly on Twitter or Linkedin. Don't hesitate to come to chat with more than 16'000 AI enthusiasts on Discord!
I hope the next week wipes away some of your stress and brings new opportunities, challenges and happiness. A happy new week from your friend!

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- Louis Bouchard
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