Artificial Intelligence: Week #52 | 2020

This week in AI & Machine Learning: Deepmind’s MuZero, AI Infinite bass solo, Facebook AI interoperability, Natural Graph Networks, Waymo, and more.

Don’t want to miss new articles or tutorials? You can subscribe to our publication on medium to get weekly AI news and more! 

Happy Holidays from Sixgill:

As many of us will be full of holiday cheer next week, this will be our last weekly AI post of 2020. Thank you for reading, and I hope you’ve enjoyed staying up to date on artificial intelligence and machine learning with us. We look forward to posting in the new year!

Enjoy our 12 Days of Labeling Holiday Video:

Use promo code: HOLIDAY2020 to get 60 days free of Sense Data Annotation. No card required.

Artificial Intelligence News:

This AI Plays an Infinite Bass Solo  

Listen to this deep learning model jam out in an infinite bass solo on a youtube live stream. The model was trained by dadabots on an original two hour improvised bass solo by Adam Neely. I’m ready for more interesting new AI music.

AI Robot Walks with a Broken Leg, with a New Adaptive Way of Learning

Learn how this robot can overcome issues and be adaptive to new environments with something called “Hebbian Learning”

Artificial Intelligence (AI): What’s In Store For 2021?

Check out some thoughts published on forbes about what’s to come in 2021 for the AI field.

 

Developer Tools & Education:

How to create your own object detector and dataset for computer vision

Learn how to create your own datasets and models for object detection.  

Detecting ArUco markers with OpenCV and Python

This is the 2nd part in pyimagesearch’s series about using ArUco markers. Learn how to detect them with OpenCV.

Reengineering Facebook AI’s deep learning platforms for interoperability

Learn how Facebook AI is re-engineering it’s AI systems to be more interoperable. And check out how Pytorch lighting is involved!

Upcoming Online AI & Data Events:

Lots of cool AI events are coming up in January!

Book Club: Deep Learning | Chapter 8 | Optimization for Deep Learning | Jan 7 -5:30pm PST

Come discuss chapter 8 “Optimization for Deep Learning” of the deep learning book by Ian Goodfellow. 

Conversational AI & NLP Product Management by Amazon Principal PM | Jan 8 – 11:30am

This will be an informal chat about what it’s like to use conversational Artificial Intelligence for a company. It’ll cover the different ways it can be implemented within an organization, and some of the misconceptions that come with using conversational AI will be discussed.

AnalyticsCLUB JobExpo Virtual Business, Data & Technology Job Expo | Jan 8 – 11:00am PST

AnalyticsCLUB JobExpo was created to promote virtual, happy, and healthy hiring within the Data Analytics Community. The signature program from AnalyticsCLUB attracts 150,000 global participants(About 6k recruiters and 150k global seekers).

Develop Customized Neural Nets | Jan 14 – 10:00am PST

In this workshop,both theoretical concepts on deep learning, and hands-on code lab will be discussed.

Intro to Computer Vision: Building Object Detection Models and Datasets | Jan 27 – 5:30pm PST

Join this hands on workshop to get started with computer vision, object detection, data annotation, and more! 

 

Interesting Podcasts & Interviews:

Dmitri Dolgov: Waymo and the Future of Self-Driving Cars | Lex Fridman

Listen to this conversation with Dmitri Dolgov, the CTO of Waymo (Google’s Self-Driving car company) to dive deep into the autonomous vehicle industry and the problems they tackle.

Hey, Mr. DJ: Super Hi-Fi’s AI Applies Smarts to Sound | NVIDIA

Join Brendon Cassidy, CTO and chief scientist at Super Hi-Fi to learn how they use artificial intelligence to give everyone the experience of a radio station tailored to their unique tastes.

Natural Graph Networks with Taco Cohen | TWiML

Join this very interesting conversation about equivariant networks, generative video compression, Natural Graph Networks and more.

 

Notable Research Papers:

Some of the interesting machine learning papers published this week.

 

Connect with AI practitioners of all levels

Stay connected with artificial intelligence and machine learning practitioners around the world!

 

About Sixgill:

Sixgill, LLC provides custom enterprise AI solutions, end-to-end machine learning lifecycle management, and fast data annotation for computer vision.

More Sixgill Blog Posts:

Artificial Intelligence: Week #1 | 2021

Artificial Intelligence: Week #1 | 2021

This week in AI & Machine Learning: Open AI: Creating Images from Text, The future of farming, JupyterLab 3.0, Google’s Machine Learning Crash Course, Trends in Computer Vision, and more.