Use Machine Learning on a Raspberry Pi for object or face detection, pose estimation, and more!

Using frameworks like TensorFlow Lite and Open CV, combined with some pre-trained models it is possible to use object detection, face detection, post estimation , and more, on a Raspberry Pi + camera setup.




#garyexplains

[michaelcnapier]

Another excellent video. The Raspberry Pi is really coming into it’s own. I’m very excited! Thanks for sharing Gary!

[ArsenalBA]

Hello mate, thanks for the great content, but may I ask why did you stop testing new smartphones with your speedtest g ?

[FlorinArjocu]

I wonder if they would make the difference from a picture and a real person/object. In case they don't, there might be problems is some domains.

[kioshiki]

Nice video and description of it. Though there are people that think having some understanding of how neural networks work can be beneficial even when using them like any library / package you could use on a project.

I read the book Neural Networks from Scratch in Python (sentdex on YouTube) and found that interesting though the maths parts were a bit challenging 😉

[BerndKircher]

waiting for the Jetson Nano video …. how much faster is that compared to the RPi4?

[MSLAEEQSAJJAD]

Hey Gary where is your speed test g for s22 ultra ? Waiting

[adityay]

Hi Gary will using Jetson Nano with Nvidia container toolkit for Jellyfin home media server a safe and effective way? I am thinking if the CPU is fast enough to handle bandwidth needs for 4K hardware encoded streaming

[tonysheerness]

We live in a scary world, where we are being watched, followed and processed constantly and the power to do it is coming down to the ordinary public. Now we need make up to camouflage who we are so they can not recognise us. Brilliant as always Garry but very scary.

[gordonw]

Can i train it to accurately identify a cat?

[whothefoxcares]

Q: Gary- If you copyright your image, then burn all prints and negatives, will THE MACHINE learn *"these are not the droids we're looking for"?*

[daque]

Not a question about this video but are the AI cores on the new ARM Apple computers getting used for anything?

[RoughGanome]

I've been contemplating writing some kind of Pam module that can run at system boot and grab web camera images. Allowing for a system login using the web camera from a tty and without using a desktop manager. Any ideas?

[shobeirasayesh]

"This is Gary Explains" 0:03"

[robchr]

You should have rick rolled us for the pose detection.