This week in AI & Machine Learning: A pivotal year for computer vision, SEER-10B, machine learning on tractors, and more.

 

Authors Note:

I’m hosting two live computer vision events this month!

Artificial Intelligence News:

Computer Vision and Digital Transformation: Plainsight’s CEO Joins the Alldus ‘AI In Action’ Podcast

Carlos Anchia, Co-Founder and CEO of Plainsight, joined the ‘AI in action’ podcast series to discuss the circumstances that promise to make 2022 a pivotal year for computer vision. Listen to the full podcast here.

“The models are more accurate than they were five years ago, the edge infrastructure is more powerful and more cost effective than it ever was, we have this environment where everything is imagery . . . computer vision in 2022 is going to explode because of these enabling factors.”

      – Carlos Anchia

SEER 10B: Better, fairer computer vision through self-supervised learning on diverse datasets

Last year Meta announced SEER, a computer vision model that outperformed most state-of-the-art systems. This week, SEER-10B was announced, promising groundbreaking results with a whopping 10 billion dense parameters, making it potentially the largest neural network for computer vision. Read more on the official meta AI blog.

Deploying Machine Learning Models at Scale to Tractors

A huge part of the machine learning lifecycle is managing model deployments. Learn how Alon from Greeneye and Moses from ClearML deploy models to tractors! Listen to the podcast on changelog.

Mark Zuckerberg: Meta, AI, Facebook, Instagram, and the Metaverse

Mark Zuckerberg joined Lex Fridman to discuss his thoughts on technology connecting people in a rare free-form interview appearance. Now we’ve all seen that Zuckerberg can pass a captcha test!

Co-training Transformer with Videos and Images Improves Action Recognition

Using computer vision for action recognition has become a widely researched topic. The latest state-of-the-art results from Google come from combining video and image data to co-train a transformer model. Read the full story on the official Google blog.

I’ll see you next week! You can join the discussion on the AI for ALL Slack.

About the Author & Plainsight:

Sage Elliott — Lead Developer Evangelist. Helping Plainsight make AI approachable for everyone.

Plainsight’s vision AI platform streamlines the end-to-end machine learning process. From data annotation through deployment, customers quickly create and successfully operationalize their own vision AI applications to solve highly diverse business challenges.

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