This week in AI & Machine Learning: AI improves video streaming, making whiskey taste better, python 3.9 released, build an object detector, creating art with robots, and more.
Artificial Intelligence News:
NVIDIA announced MAXINE, a cloud AI video streaming platform. One of the most interesting features is the ability to greatly reduce bandwidth needed for high quality video streaming. MAXINE does this by utilizing GANs to reconstruct faces with small amounts of data. With video streaming being utilized more than ever, this breakthrough can bring the streaming services to more parts of the world and save on costly data bills.
Researchers at Virginia Tech are using machine learning and natural language processing (NLP) to better understand flavor descriptions. It turns out that accurately describing tastes is a very hard problem since many flavors are subjective. Using thousands of reviews combined with NLP they hope to gain insight about how to more accurately describe flavors. I’ll be looking forward to reading the Ph.D dissertation so I can find a new favorite whiskey.
The new partnership between Pittsburgh Health Data Alliance and Amazon Web Services (AWS) looks to advance machine learning to improve healthcare screenings for both cancer and depression.
Developer Tools & Education:
On Monday we saw the official release of python 3.9. You can check out a list of the features here. I think the new dictionary merging and update operators are pretty cool!
In this recording of a live workshop, I’ll introduce you to computer vision concepts, guide you in labeling your own dataset for almost any model, and cover training a model for object detection with detectron2.
Upcoming Online AI & Data Events:
Part of a series of practical sessions to learn and practice various technologies and tools for deep learning projects.
This summit explores how organizations become AI first and how AI can significantly move the bottom line in your company.
This group is currently reading the famous “Deep Learning” Book by Ian Goodfellow. Come join the discussion around deep learning.
Interesting Podcasts & Interviews:
Pinder really does put the “art” in artificial intelligence in this episode from NVIDIA’s AI podcast. Check out some of the amazing art he creates with robots and AI at cloudpainter.com
Lisa Feldman Barrett is a neuroscientist, psychologist, and the author of “How Emotions Are Made”. Listen to her conversation with Lex Fridman to learn more about how the brain works and how some of these ideas can be used in the artificial intelligence field.
In this episode of This Week in Machine Learning (TWiML), learn about how deep learning is revolutionizing the field of optical character recognition (OCR).
Some of the interesting machine learning papers published this week.