This week in AI & Machine Learning: building better AI assistants, tiling for better computer vision, trends in reinforcement learning, and more!

Authors Note:

This week I hosted a workshop on No-code Deep Learning for Faster computer vision. You can check out the recording below or join our meetup to get notifications of upcoming events!

No-code Deep Learning for Faster Computer Vision — Feb 24th 2022

Artificial Intelligence News:

 

Project CAIRaoke: Building the assistants of the future with breakthroughs in conversational AI

Meta announces project CAIRaoke, a breakthrough in conversation AI. This announcement in research comes as part of Meta’s initiative to bring more AI power into the metaverse. Read the technical details on the Meta AI blog or for more of a summary, check out this post from the BBC.

Tiling in Computer Vision: The Key to Small Object Detection

Plainsight’s Co-Founder & CPO, Elizabeth Spears, writes about why tiling is an important technique used in computer vision for detecting small objects in high-resolution images. Read more on the official Plainsight blog.

Trends in Deep Reinforcement Learning with Kamyar Azizzadenesheli

In this episode of TWiML, Kamyar Azizzadenesheli discusses the trends in reinforcement learning and why there is a perception of development slowing.

A majority of consumers believe AI will positively impact the next decade.

A new study suggests that most consumers feel like AI positively impacts products and are even happy to tune preferences if it improves the experience. Read the complete analysis on VentureBeat.

Probing Image-Language Transformers for Verb Understanding

Google’s DeepMind asks whether multimodal transformers can perform well on verb translation to images. Read the results on the official DeepMind blog.

Can Machine Learning Models Overcome Biased Datasets?

Adam Zewe, from the MIT News Office, dives into why machine learning models can be biased and highlights potential solutions for overcoming it. Read the post at MIT News.

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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