UPDATE:
If you are getting an error like:

ImportError: /lib/aarch64linuxgnu/libstdc++.so.6: version `GLIBCXX_3.4.29' not found (required by ~/.local/lib/python3.9/sitepackages/tensorflow_lite_support/metadata/cc/python/_pywrap_metadata_version.so)

you need to be on the same version of software that I am of tflite_support. Downgrade yours from version 0.4.4 (current) to 0.4.3 (used in this tutorial)using this command:

python m pip install upgrade tflitesupport==0.4.3

Check out gear here:

https://amzn.to/3JWH7vp

If you are able, I suggest you consider getting some spare servos for the pan tilt hat. During development if you are not careful, it is possible to damage a servo by crashing the camera into something. I like to keep a couple spares on hand:

https://amzn.to/3E1KZaN

Announcing the Most Awesome Raspberry Pi Lessons of All Times! This time we RUMBLE!

In this class series, we will be using the most excellent Sunfounder Ultimate Raspberry Pi kit, available here: (Affiliate Link)
https://amzn.to/3tSk9Mo
or for our UK friends, https://amzn.to/3I5d401

In today's video I will show you how install tensorflow lite on the Raspberry Pi. I will show how to use tensor flow to perform object detection from both a webcam and a pi camera. We will complete the program and by the end of the lesson you will have object detection working on a raspberry pi.

If you want to grab those cool little straight jumper wires I am using to keep my breadboard builds neat and clean you can snag a box of them here:
https://amzn.to/36NyfHq

If you guys are interested in the oscilloscope I am using, you can pick one up here (affiliate link):
https://amzn.to/3v13Mhl

You guys get your hardware ordered so you can follow along at home!

You will also need a Raspberry Pi. I suggest the Raspberry Pi 4. If you do not already have one, this is the most suitable gear I could find:

https://amzn.to/3pBMfKm

The Raspberry Pi's are sort of pricy right now, so you can look on ebay or elsewhere to see if there are any deals. You will need a SD card. If you do not already have one, this is a good one:

https://amzn.to/3KcXTn2

I like using a wireless keyboard and mouse to have fewer wires. You can certainly use your USB keyboard and mouse, but if you want a nice wireless one, this one works on the pi. We demonstrate this by using a button switch to control a LED.

https://amzn.to/36Rv9Sk

You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming:

  / paulmcwhorter  

#tensorflow
#objectdetection
#raspberrypi