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- Issue #20: The Race to Give AI Superhuman Sight
Issue #20: The Race to Give AI Superhuman Sight
How computer vision holds the key to the next era of AI
Happy Thursday— Ash here!
Woohoo! 🎉 We've officially hit our 20th newsletter issue - what an exciting milestone! 🥳
I want to give a huge THANK YOU to everyone who has subscribed and supported this newsletter over the past several months. Without your enthusiasm and engagement, we wouldn't have made it this far.
I can't wait to see where the next 20 issues will take us! 🤩
Here’s what I’ve got for you today!
⚡ 4 AI Tools to Supercharge Your Productivity
🤖 3 Computer Vision Trends to Watch in 2023
📰 2 Must-Read AI Stories:
🦉 1 Insight from Ash
🍿 ++Must-watch TV Shows and more!
Let’s get into it! 👇
⚡ 4 AI Tools to Supercharge Your Productivity
🤖 3 Computer Vision Trends to Watch in 2023
Computer vision is advancing quickly these days. For anyone keeping up with the latest advancements, what trends should you keep an eye on in 2023? Let me highlight three big ones:
1. Smarter Data Annotation
New techniques like AI-assisted labeling, crowdsourcing, and more intuitive interfaces will greatly reduce the tediousness of manually labeling training data. This will enable the creation of larger, higher-quality datasets to train computer vision models, improving their accuracy and real-world performance.
2. Immersive Extended Reality Applications
Computer vision will be integral to creating immersive extended reality (XR) experiences in the metaverse. Advances in areas like body tracking, scene understanding, and object interaction will enable the next generation of hyper-realistic blended virtual/augmented worlds. CV will help drive these exciting new applications.
3. Surging Adoption Across Sectors
Integration of computer vision will accelerate in diverse sectors like healthcare, transportation, manufacturing, and retail. For example, CV will enable medical AI assistants, autonomous vehicles, defect detection in factories, and cashier-less stores. As CV delivers concrete value across industries, it will spur further innovation and investment into the technology.
📰 2 Must-Read AI Stories
♻️ The Robot Recyclers - How AI Can Transform Waste Management
Recycling is one of our main weapons in the war against waste, yet it falls short. Globally only 16% of trash is recycled. In the US, about 32% of waste is recycled, but up to 20% of those materials are lost in the recycling process.
Why the inefficiency? Recycling depends on a maze of collection, sorting, cleaning and processing. Humans play a lead role, but we're imperfect. Sorting machines use screens and sensors to separate materials, but they too make mistakes.
To maximize recycling, we need systems that accurately identify and sort recyclables at superhuman speeds. Enter AI and robots.
By integrating computer vision, machine learning algorithms and robotic arms, we can:
Enhance accuracy of sorting machines through AI
Reduce need for human sorters
Increase overall recovery rates
Takeaway: Robotic recyclers powered by artificial intelligence could help transform waste management. As robots flawlessly pick out recyclables, less waste will be diverted to landfills. This could save billions of tons of recyclables and billions in valuable resources each year.
Demystifying “Computer Vision”
You've probably heard the term "computer vision" thrown around a lot lately. But what exactly does it mean?
In simple terms, computer vision is giving machines the power of sight - the ability to visually perceive, understand, and analyze their surroundings. Just like humans use their eyes and brain to make sense of what they see, computer vision aims to replicate and enhance this capability in computers.
It involves developing AI algorithms that can interpret digital images and videos to identify objects, scenes, faces, motions and more. Researchers are creating complex neural networks that can mimic the way the human visual cortex works.
With the rapid advances in machine learning and data availability, computer vision is achieving new feats like powering self-driving cars, augmenting healthcare diagnostics, inspecting defects in factories, and enabling visual search.
The possibilities are endless when we give machines the gift of sight. Computer vision promises to transform the way future technologies interact with and understand the visual world around them.
So next time you come across the term, remember it's all about training computers to see, think and process the visual world like humans can. This emerging field of AI is what's giving machines their artificial eyes and vision.
⚽ AI, Emerging Tech Shines at 2023 FIFA Women's World Cup
AI, AR, and blockchain tech had a major presence at the 2023 FIFA Women's World Cup in Australia and New Zealand. Tech brands sponsored teams and events, and leveraged the tournament to showcase innovations.
Deets:
Orange created a viral deepfake ad addressing sexism in soccer using AI.
Cadbury generated AI posters for fans to support athletes.
FIFA used AI for content moderation, analyzing 20M+ posts and block 20,000 abusive posts while also referring around 300 to police.
Snapchat provided AR jersey try-ons and real-time match data.
Blockchain gaming company Matchday held NFT quiz contests.
B2B tech brands like Globant sponsored to gain brand exposure.
Takeaway: At its core, football is about human connections—the bonds between teammates, the camaraderie of fans, and the joy of the underdog prevailing. As technology progresses, there's tremendous potential for innovations like AI and AR to deepen those bonds in unexpected ways. The future looks bright for bringing fans closer to the sports and players they love.
🦉 1 Insight from Ash
The era of smart automated mass surveillance has begun. Through computer vision, we've harnessed an unbiased and unfeeling eye, capable of detecting and analyzing faces with unparalleled efficiency.
While the technology heralds a new frontier in security and public safety, it simultaneously poses a profound ethical challenge. Without robust regulation, this powerful tool risks becoming an instrument of unwarranted intrusion.
It is our collective duty to navigate this double-edged sword with care, ensuring that the pursuit of safety does not eclipse the sanctity of individual privacy.
And that’s a wrap! 🎉
As always, I'd love to hear your thoughts, questions, or ideas. Don't hesitate to hit 'Reply' and share your insights with me!
Have an awesome week!
Your friend,
Ash
🤩 ++More Things You Don’t Want to Miss (BONUS)
🍿 ++ Shows I’ll be watching this weekend
📺 Solar Opposites: From the creators of Rick and Morty and Star Trek: Lower Decks, this adult animated comedy follows a family of aliens who can't decide whether to stay after they crash land on Earth. (link)
📺 Shelter: A group of high-schoolers attempt to untangle a decades-long mystery involving a dead father, an unresolved missing child case and a terrifying old woman. (link)
📺 Painkiller: The causes and consequences of America's opioid epidemic unfold in this drama following its perpetrators, victims and an investigator seeking the truth. (link)
🛠️ AI Toolbox
Luminaries: World class coaching powered by AI. (link)
Human Circles AI: Generative AI to make your circles more meaningful. (link)
Kypso: Scale your teams’ operations with AI. (link)
Vzy AI: Create websites 10x faster with AI. (link)
YouLearn: Personalize your lectures with AI. (link)
Nexus: The first AI navigator for your entire network. (link)
Pickaxe: Embed AI anywhere on the web. (link)
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