Tensorflow Lite with Object Detection on Raspberry Pi!

Hey welcome back, Ben again! Today we are looking at how to install and use Tensorflow Lite (tflite) on a raspberry pi and do some simple object detection! This setup is surprisingly straightforward and pretty quick to do!

Make sure to use the links below, especially if you run into the GLIBCXX_3.4.29 issue!

Links and resources:

[pocketgamer]

Thanks A LOT, I've been struggling to setup this for days and your simple tutorial helped me ! :D

[valixg]

Thank you very much. I tried to Install Tensorflow Lite myself, but failed. Well I had luck that I found your Video. If you have time, can you make a Video were you use a speech AI to regognice the person and when you give him a command, that he do it. Like write "Blabla" or " move", shutdown, etc. Well it would help me in my Projects.😅😅

Thank you very much that you invest so much time doing this things.😊

[supriobarua]

just a suggestion, while making the video, please fit your interface wherever you are working with the screen, or maybe zoom a bit. Its really difficult to see what you are typing and all for the people who have eye problems like me :D

[vampireheart]

Thank you man ! If anyone had the error with GLIBCXX_3.4.29 while testing the code, all you have to do is run the command : python -m pip install --upgrade tflite-support==0.4.2 (downgrade from 0.4.4)

[Jerseylance]

Nice work, but what if you want to use pan&tilt servos to have them follow you?

[ahmedakyol]

Hello thanks for information but i have an eror after "sh setup.sh" my setup is raspberry pi 5 and picamera3 how can i fix it

[armenkalaidjian]

Doesn't work on Debian version: 12 (bookworm). Unable to install tflite_support

[maysalsayed]

ok, what if i want to run ssd mobilenet v2 on raspberry pi? i've watched your video of it but i need to apply it on my raspberry pi

[tanmayhannikeri]

thanks a lot bro this vidio helped me a lot and I'm really grateful for it. keep doing what your doing.and all the very best in your youtube career ;)

[fajarrevo]

how to change image or upload image for detect?

[Jedi_Fox]

ERROR: Could not find a version that satisfies the requirement tflite-support==0.4.3 (from versions: 0.1.0a0.dev3, 0.1.0a0.dev4, 0.1.0a0.dev5, 0.1.0a0, 0.1.0a1)
Idk why this happen. both happen on windows10 and rasbian bookworm

[VinhTran-mqiz]

Thanks a lot <3, finally i could finish it

[nanaasanteful]

My students have been trying on a number of videos to use a custom model and it seems there's an error with the tflite generated from colab. "RuntimeError: Input tensor has type kTfLiteFloat32: it requires specifying NormalizationOpt ions metadata to preprocess input images." is there a specific version of tflite to generate or what could it be?

[이동형]

Hi! I enjoyed your video. Could you please explain if I can transfer the object detection AI implemented by YOLOv8 from colab to tensorflow lite and run it on Arduino?

[akshespage]

hello sir all the step I did correct at the last step's before is i got the error ''import error: numpy.core.multiarray failed to import'

[aminmutalib]

i got problem:
note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for numpy
Failed to build numpy
ERROR: Could not build wheels for numpy, which is required to install pyproject.toml-based projects

may i asking for some help here?

[giriraghavendran]

Sir, will it work for bookworm version?

[GoWithAndy-cptz]

Meaning Raspberry Pi as first release = Rpi 1? Cheers!

[FastEdits]

I keep getting an error when trying to run the sh setup.sh command. Saying that there is an error from a subprocess. Could you help me. Thank You.

[nikitagromov]

Sorry, but which RPi do you use? Is this a Raspberry Pi 4 ?