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)
[ Ссылка ]
or for our UK friends, [ Ссылка ]
In today's video I will show you how to increase the speed of tensorflow lite running on the Raspberry Pi 4. I will show how we can tweak system parameters to increase speed from 2-3 frames per second to 7 FPS. We do this through thermal management and memory management.
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:
[ Ссылка ]
If you guys are interested in the oscilloscope I am using, you can pick one up here (affiliate link):
[ Ссылка ]
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:
[ Ссылка ]
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:
[ Ссылка ]
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.
[ Ссылка ]
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:
[ Ссылка ]
[Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. ]
#tensorflow
#objectdetection
#raspberrypi
