Arpit Singh

Thanks to #5G, a surgeon in London successfully performed a remote surgery on a banana in California.

The emergence of 5G and next-generation wireless networks brings forth exciting prospects in the field of orthopedic surgery.

The key to this advancement is the low latency offered by 5G. Latency, the time it takes for data to travel across a network to reach its destination, is greatly reduced with 5G. This enables surgeons to perform remote surgeries from thousands of miles away, opening up a multitude of possibilities.

Low end-to-end latency is crucial for successful remote surgery. This latency encompasses the time it takes for signals to travel from the surgeon's control stick in London, for instance, to the robotic system in California, as well as the transmission of visual and haptic feedback back to London. By attaining such low latency, surgeons can exert precise control over the surgical robot, ensuring successful outcomes and avoiding unintended damage (i.e. without turning the banana into mincemeat).

Tele-surgery holds tremendous potential for widespread adoption, revolutionizing healthcare and surgical treatments globally, especially in remote or underserved areas.

Clip Credit: @KaisTheSurgeon (via IG)
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#robotics #ai #electronics #engineering #healthtech #future #medicine #innovation #technology #science

Same tools, different thinking!

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#agile #creativity #innovation #management #technology

A #client trying to explain their requirements.
Communication Gap in #Software Projects


via: _Compiler_ (Insta)


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#programming #machinelearning #coding #business #IT #ai #developer #webdevelopment #technology

The first Smartphone with a built-in drone camera.

Would you buy it?

A concept by Vivo.

This guide will help you forge your own machine learning career path as you step into the fascinating world of artificial intelligence (AI)👉 https://lnkd.in/dB5-uSdB

#drones #innovation #technology #artificialintelligence

k-means clustering be like 😅

credit: anon (help find)

Now you can access ChatGPT's vast knowledge and expertise directly from your WhatsApp through BuddyGPT, Try for free now👉 https://lnkd.in/dzDaeTeJ
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#ai #machinelearning #analytics #datascience #ml

Checkout this awesome #robotic Rubik's Cube solver!!


Credits: Aluth.com


>>>follow Arpit Singh for more such interesting #Technology posts :-)
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#robotics #electronics #artificialintelligence #future #automation #engineering #innovation #design #ai

An excellent illustration of how Convolution Neural Networks (CNN) work!

This video gives a good demonstration that we don’t necessarily lose information when we reduce the size of the image, as we can identify that the picture depicts a dog even after the image was reduced in size.

So if even 1/4th part of the actual image is sufficient to deduce what it depicts, we don’t need to process the complete image, even in CNNs.

Video credit: Kensuke Koike (a Japanese Visual Artist)

¤ Complete Roadmap to learn AI/ML from scratch (with Free resources)👉 https://zealoq.me/24952cca
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#artificialintelligence #machinelearning #datascience #deeplearning #ai #ml #neuralnetworks #cnn

Fascinating how the human brain works and can be easily deceived.

In less than 2 minutes: Creating the feeling of body ownership.

This Rubber hand illusion reveals how the brain understands the body.

Scientists use the trick with a fake hand to explore how the mind combines information from the senses to create a feeling of body ownership.

Learn more in the comments!

Clip credits: AstroScienceTech (YT Channel)
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#neuralnetworks #innovation #ai #science #research

Using the Self-Organizing Maps to solve the Traveling Salesman Problem!

Traveling Salesman Problem is a well known challenge in Computer Science: it consists on finding the shortest route possible that visits all cities on a given map exactly once and returns to the starting point.

It has many practical applications across industries, like logistics, network design, or route optimization.

Despite its simple explanation, this problem is, indeed, NP-Complete. This implies that the difficulty to solve it increases rapidly with the number of cities, and we do not know in fact a general solution that solves the problem.

For that reason, we currently consider that any method able to find a sub-optimal solution is generally good enough (we cannot verify if the solution returned is the optimal one most of the times).

To solve it, we can try to apply a modification of the Self-Organizing Map (SOM) technique. This neural network-based method can help us visualize and solve TSP by mimicking how the brain organizes spatial data.

Github (implementation): https://lnkd.in/dKcq55R2
Full article: https://lnkd.in/dwVNfbbH

♻️ Repost this if you found it useful.

click “Follow“ for more amazing resources and insights on AI & analytics: Arpit Singh
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#ai #datascience #machinelearning #computerscience

AI counts sheep: this #AI system counts livestock with impressive 99.7% accuracy.

The agriculture industry is undergoing a significant transformation through the integration of AI, it enables farmers to enhance their productivity in various areas, including monitoring the health of livestock and making predictions related to harvesting.

Learn more in the comments!

Credit goes to Plainsight
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¤ Try ChatBox powered by ChatGPT & GPT-4; your go-to companion for instant knowledge and efficient problem-solving: https://lnkd.in/eEihaep6
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#machinelearning #computervision #ml #technology

Liftware spoon helps tremor or Parkinson's patients to eat without spilling!


Company website: Liftware.com

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¤ Keep yourself up-to-date with the latest trends and research in AI/ML👉 https://zealoq.me/17443f95
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#engineering #tech4good #innovation #technology

Data is Beautiful!

These fascinating maps show the world’s infrastructure in a different light – using electrifying patterns to visualize
• Cities
• Roads
• Railroads
• Airports, and
• Seaports

You can clearly notice the difference in density and distribution among different countries.

Credits to Peter Atwood for these amazing vizs (Data source is not mentioned.)

Learn more in the comments.
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¤ Become an expert in Machine Learning, use Zealoq to create your own #AI assisted learning goals completely Free👉 https://zealoq.me/24952cca
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#visualization #datascience #datavisualization #bigdata

When Developers Try To Debug The Code In Production...😅


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#programming #ai #datascience #machinelearning #webdevelopment #coding #developer

Basically this is how it works!

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#programming #frontend #api #database #developer

Top 7 Github Repos to Learn Data Science (and even copy some code 😉)

1. Data Science for Beginners - A Curriculum
🔗 https://lnkd.in/gKWZtXsq

2. Data Scientist Roadmap
🔗 https://lnkd.in/e4sqsyy

3. AWESOME DATA SCIENCE: An open-source Data Science repository to learn and apply towards solving real-world problems.
🔗 https://lnkd.in/ekFfUbs

4. Data Science Projects in Python
🔗 https://lnkd.in/g4QnDquC

5. Data Science Cheatsheets
🔗 https://lnkd.in/eVgcCr7

6. Data Science Interview Resources
🔗 https://lnkd.in/gMwjH5WD

7. Data Science Best Resources
🔗 https://lnkd.in/epaFt_R

clip credit: @_compiler_

click “Follow“ for more amazing resources: Arpit Singh
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#datascience #dataanalytics #machinelearning #python

It's truly fascinating how the human brain works and can be easily tricked and deceived.

In less than 2 minutes, an intriguing phenomenon called the Rubber Hand Illusion can be experienced. It showcases how our brain understands the body.

By using this fake hand experiment, scientists explore the intricate process through which the mind combines information from the senses to create a profound feeling of ownership over our own bodies.

Curious to learn more? Checkout the comments!

Clip credits: AstroScienceTech (YT Channel)
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¤ Complete step-by-step roadmap to Learn AI/ML from scratch👉 https://zealoq.me/24952cca
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#neuralnetworks #innovation #ai #science #research

Everyone loves pointers, right?
(C/C++ programmers will relate it better) 😂


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ChatGPT is being used for many amazing apps, and extensions that allows us to access its fantastic features. Here are the top 10 such use cases I liked the most👉 https://zealoq.me/628ef245
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#programming #coding #developer #c #cpp #tech

Talent knows no Limits - tribute to Lionel Messi on World Cup win from 400 Rubik’s cubes 😱😍️

Ukrainian Artist Alex Ivanchack can solve a Rubik's Cube in seconds with one hand, but what he does next is really fascinating. He uses hundreds of them to make portraits of celebrities like Sachine Tendulkar, Robert Downey Jr, Leonardo Dipcario, Johnny Depp and Justin Timberlake etc

This portrait of Lionel Messi as a tribute on World Cup win was made from 400 Rubik’s cubes!
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Check out AlphaSignal (https://lnkd.in/dgUcdV-J) to get a weekly summary of the top 1% papers, news, repos, and tweets in Machine Learning.
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#creativity #art #artist #innovation #artwork #football

The positive impacts of working from home

- credit: Domotoshi (YT)

#fun #inspiration #workfromhome

Which toppings you want for your Pizzas?


This cool concept of Pizza Hut's Interactive Touchscreen Table Menus, developed by Ben Lamm & the team Chaotic Moon Studios, let you create and order your pizza from scratch. Using the table, you can customize your own pizzas, pick their toppings, select the payment method & play games with friends and family while wait for it to cook.


>>>follow Arpit Singh for more such interesting #technology posts :-)
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#digital #food #fashion #automation #management #ai #culture #startups #business #future #innovation

Extraordinary Robot made of magnetic slime could grab objects inside your body (reminds me of venom 😅)

This slime can be controlled by a magnetic field can navigate tight spaces and grasp objects, making it ideal for possible uses inside the body

Read more here👉 https://lnkd.in/dG8bQtgk

click “Follow“ for more Tech Innovations and Insights: Arpit Singh
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#robotics #ai #engineering #innovation #technology #future #healthcare #tech

Read this! seems fair to me.

This is how Tesla Autopilot sees on the Road!

#Tesla is using #PyTorch for distributed #CNN training. A full build of Autopilot neural networks involves 48 networks that take 70,000 GPU hours to train. Together, they output 1,000 distinct tensors (predictions) at each timestep.

Source: FSD Beta 10.9 drive by @WholeMarsBlog

click “Follow“ for more #Technology & #Innovation insights: Arpit Singh
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¤ Complete Roadmap to learn AI/ML from scratch (with Free resources)👉 https://zealoq.me/24952cca
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#artificialintelligence #machinelearning #automation #ai #deeplearning #computervision #engineering

kudos to who ever edited this...😅

So relatable :D

My fav reaction is for #PyTorch ;-)
Yours?


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#artificialintelligence #tableau #r #machinelearning #ai #deeplearning #pandas #tensorflow #powerbi #ml #analytics #python #datascience

A research from Microsoft confirms that back-to-back meetings can drastically increase stress levels, and decrease your ability to focus and engage. Taking breaks helps you engage better. Breaks don’t just alleviate stress, they help your performance.

Read more from #Microsoft Research:
(Link in the comments)
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Happy weekend!
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#research #health #wellness #creativity #technology

From Apparent Chaos to Order!

This device, known as the Galton Board, uses 3,000 beads to showcase various statistical and mathematical ideas in a simple way.

It may seem chaotic at first, but it's actually a fascinating tool to demonstrate how things become more orderly.

Here are some concepts it demonstrates:
• Central Limit Theorem
• Regression to the Mean
• Normal distribution
• Binomial distribution
• Pascal's Triangle

Credits: Igor Korolev

click “Follow“ for more interesting insights: Arpit Singh
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#statistics #mathematics #datascience #ai #analytics

The World's First Braille Smartwatch!

Made by Dot Incorporation, a South Korean startup!

This innovation can help 280 million visually impaired people in the world to
• read date & time
• Names of people calling their phone

Also it connects to a smartphone via Bluetooth and can send/receive any text from any app or service (WhatsApp, even directions from Google Maps, etc.)

Link to the website in the comments.
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▪︎ Learn to build a powerful application that allows you to interact with your Salesforce or Segment data using ChatGPT: https://lnkd.in/eaRz6y8w

Register Now for this upcoming FREE Webinar Today on Wednesday August 30.

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#technology #innovation

Solving Rubik's Cube using #OpenCV (with code)
by Daizyu Watanabe

Steps:
- Capture video
- Convert image from BGR to HSV
- separate 6 color images using InRange
- Find area using FindContours
- Use kociemba module 👉 https://lnkd.in/ezx3izq

Extra: Similar code (Github)👉 https://lnkd.in/eRt3cnH


>>>follow Arpit Singh for more such interesting insights related #AI & #ML :-)
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#machinelearning #deeplearning #neuralnetworks #programming #artificialintelligence #technology #python #datascience #computervision

Brilliant innovation this is TurnAid: it can help many people in homes and hospitals.

It has been developed with aim of optimizing situation around care, turning & repositioning of severely disabled persons in hospitals, institutions and in own homes.

#medicine #healthcare #innovation #technology

SQL Cheatsheet! Sometimes, less is more.

Credit: @AbzAaron

PDF version in comments

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¤ Keep yourself up-to-date with the latest trends and research in AI/ML👉 https://zealoq.me/17443f95
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#analytics #datascience #bigdata #sql #dataanalytics

A cutting-edge PID controlled self-balancing ball system! (Code is also available for you) #OpenCV

This system maintains the balance of a ball on a plate. It utilizes a webcam to capture images. A python program then analyzes these images, determining the ball's position. Based on this information, the program calculates the necessary adjustments to the plate's tilt, effectively preventing the ball from falling.

A proportional-integral-derivative (PID) regulator is used to handle the movements of the ball. The camera keeps track of the ball, measuring its position and speed. This information is then used by the PID regulator in the Python program to make sure the ball stays where it should.

The movement of the base is controlled by a Microchip ATmega 32u4 microcontroller, while the computer vision portion is on a laptop with a connected USB camera. It uses OpenCV to track the orange ball.

A nice step by step tutorial👉 https://lnkd.in/ea83juE6

Code is on GitHub here👉 https://lnkd.in/eY7w3ciW

credits: Johan Link (YT)

Now the power of ChatGPT & GPT-4 at your fingertips: https://lnkd.in/eEihaep6
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#artificialintelligence #machinelearning #innovation #ai #deeplearning #computervision #robotics #technology

When your dataset is too small for #AI to learn properly!!


#machinelearning #deeplearning #datascience #ml #artificialintelligence #technology

What's the best way to wake up? 😂

Happy weekend!
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#database #sql #programming #developer #technology

haha... yes, Project Manager Vs Developer:
a Constant Battle!


¤ A step by step Roadmap to learn AI/ML in 2023 from scratch👉https://zealoq.me/24952cca
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#programming #coding #developer #technology

#AugmentedReality in #Mathematics can be very helpful for students who have difficulties to imagine geometrical objects in #3D way.

Credits: WelchLabs

Full video: https://lnkd.in/eTJuiCq
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#ar #virtualreality #vr #digital #science #education #artificialintelligence #future #innovation #technology

Realtime Eyedot Tracker 👀

Its one interesting use-case can be an anti-cheating application for online exams.

Frank Spalteholz has implemented a first re-projection onto the screen and it indicates where he is looking at.

The second part is showing the first prototype of a complete multithreaded Media-Pipe-Iris-Tracking (which is still running about 45fps on an iPad Pro although it has to handle 4 TensorFlow models in parallel!).

It's also worthy to note that the Media-Pipe tracker is rather invariant against rotation and scale which is a huge advantage towards precision.

Next step: He will try to fuse both systems in the next step since that OpenCV-contour-finder is way too sensitive for various situations like dark lighting conditions, blinks (of course), intersections with eyelashes etc.

Credits: Frank Spalteholz
>Checkout more of his awesome projects here👉 https://lnkd.in/dEttrye6
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Check out AlphaSignal (https://lnkd.in/dgUcdV-J) to get a weekly summary of the top 1% papers, news, repos, and tweets in Machine Learning.
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#artificialintelligence #machinelearning #deeplearning #ai #computervision #innovation #technology

Nature is amazing!
Beautiful 60-day timelapse of a bird building a nest and raising her kids until they fly away from home. #nature

ℹ️ 𝗶𝗻𝗳𝗼:
》The Real-Time AI Data Race is on: Join us at 𝗦𝗶𝗻𝗴𝗹𝗲𝗦𝘁𝗼𝗿𝗲 𝗣𝗿𝗼 𝗠𝗮𝘅 on Jan 24 and explore the game-changing force of real-time AI app development!

🔗 𝗥𝗲𝗴𝗶𝘀𝘁𝗲𝗿 𝗡𝗼𝘄 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘: https://lnkd.in/extChthN

Dog, lost his legs after being hit by a car, got a custom wheelchair from Mercedes-Benz!

A heartfelt innovation worth sharing! 🔥

clip credit: @keepingfinn:IG (Link in the comments!)

ℹ️ 𝗜𝗻𝗳𝗼:
》Voice AI Is the future of Customer Experience. Learn how to integrate Amazon's Voice AI “Alexa“ into Your App strategy!

🔗 𝗥𝗲𝗴𝗶𝘀𝘁𝗲𝗿 𝗡𝗼𝘄 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘: https://lnkd.in/eER-HfZz
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#innovation #technology #engineering #tech4good

Using Augmented Reality (AR) to learn Chemistry

This “Arloon Chemistry“ app leverages augmented reality to visualize different types of bonds, lattices, molecules & orbitals, just by using your device's camera!

Video credits: ARLOON

ℹ️ 𝗶𝗻𝗳𝗼: 𝗡𝗲𝘄 𝗔𝗜 𝗖𝗼𝘂𝗿𝘀𝗲 🎉
》Learn the power of 𝗚𝗲𝗺𝗶𝗻𝗶 𝗨𝗹𝘁𝗿𝗮, 𝗚𝗼𝗼𝗴𝗹𝗲'𝘀 𝗺𝗼𝘀𝘁 𝗮𝗱𝘃𝗮𝗻𝗰𝗲𝗱 𝗔𝗜 𝗺𝗼𝗱𝗲𝗹 and its practical applications in software development and content creation!
🔗 𝗥𝗲𝗴𝗶𝘀𝘁𝗲𝗿 𝗡𝗼𝘄 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘: https://lnkd.in/et2Tphfz
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#augmentedreality #ai #education #chemistry #tech