Tensorflow installation and object detection example on Raspberrypi 4 model B Complete tutorial

Installation Tensorflow 2 on Raspberry pi. Tensorflow object detection example.

[pritikhanpara]

thank you so much I successfully installed tensorflow in raspberry pi 4 B

[SedanurKrc]

Hatasız çalışan bir video Teşekkürler Ulaş bey

[Shah_Khan]

great !!! But I think it is better to use tensorflow lite for Raspberry Pi 4

[YigalBZ]

Thank you ! very clear guide. And it is working! it is not so easy to follow many steps, because there is always something different with versions, so it made me wonder - perhaps such a guide could be easier if all steps are delivered as a make file. A question if I may: the recognition is OK, but not so good. I was recognized as a "person" and the screen as "tv". Then I tried a toy train, and sometimes it was a "cat", sometimes "bed". the rate was 1.9-2 FPS. If only one thing is to be recognized, would the FPS rate be higher? Are you going to publish customer recognition video?

[pedrohenriquepolidomingos]

Thanks for this video it helps me a lot! Did u make any video of how to training a new model, or how create a model with a different data? (23:06)

[cryptorick]

Hey Ulas,

I followed all your instructions in this video and downloaded everything successfully on my Raspberry PI 4, but I was wondering how do I get this to work with my RLC-520 Reolink IP camera, for my project I'm using object detection to notify me when people are detected.

Thanks,
Ricky

[bawz]

Hello sir! Any idea how i can upload my own trained images with this?

[gharibferiel]

thank you I was able to understand a lot but I already installed TensorFlow dependencies without creating a virtual env, should uninstall them and do exactly as u did? and if yes how can I do that?

[mukitxj]

Your output was choppy. A-frame drop was observed while you were demonstrating the output on the screen. How to get rid of this issue moreover does it possible to use a GPU on Raspberry Pi 4B ?

[GarthBuxton]

After I >>>import tensorflow it just returns :">>>" and I cannot do the next sudo. Any thoughts

[robertoducceschi]

THANKS Ulas : i was able to follow the video and the github instructions and could run it succesfully.
If i try to launch the ObjectDetectionPiCamera.py script with a mouse click i have some env problems ( ModuleNot Found Error for the cv2
Do you think there is a simple way to add a few lines and make it running with a click ?
.... I will figure out, in any case .
But really thank you very much for the good guidance !
RD

[siddharthverma]

Thank you! Finally I have able to do it. I just have one question, after checking if tensorflow was installed I somehow got in the directory but did the rest outside the virtual environment would that be a problem?

[psc]

Sir, how to configure rpi to run .pb model and .pbtxt file ...should I follow the same steps as in the vdo?

[patonaranjo]

Hello
congratulations on your tutorials

How could it detect only one specific object (bottles)? and turn on a led if there is at least one bottle within the image

[rajvindermann]

Hi, may i know how to use a custom dataset? Thank you.

[aidilnaim]

can tensorflow connect with speaker? it there any code for it to work?

[swastikgupta]

ERROR: is not a supported wheel on this platform. This error shows up.. What to do??? My rasp pi is 4 model B with OS raspberry pi OS lite(Debian version: 11 (bullseye)) armv7l

[wisdomcube]

is this going to work using simple usb camera?

[omaresneideralvarezacosta]

buenas tardes, este tutorial solo sirve para rpi 4?

[foojunlin]

Hi how do I get it to only detect human only?