YOLOv5 object detection on Raspberry pi 4

Run YOLOv5 on raspberry pi 4 for live object detection, and fixing errors;
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All the installation done in this video are given below:

1. Download yolov5 repository

2.Installing cv2
$ pip3 install opencv-python

$ sudo apt-get install libatlas-base-dev

4. To fix, no module name: tqdm
$ pip3 install tqdm

5. To fix, no module name: yaml
$ pip3 install pyyaml

6. To fix, no module name: matplotlib
$ pip3 install matplotlib

7. To fix no module name: pandas
$ pip3 install pandas

8. To fix no module name: seaborn
$ pip3 install seaborn

9. DistributionNotFound: The 'pycocotools ]=2.0' distribution was not found and is required by the application
$ pip3 install cython

10. DistributionNotFound: The 'thop' distribution was not found and is required by the application

$ pip3 install thop

[ameer-alahmadi]

Hi, first thank a lot fore your explanation. I just want to know for the raspberry pi does it make a difference in performance if I use 2, 4, or 8 GB RAM?

[nasimreza]

hi, How can we do it with custom data set? It is already a pre-trained, model. Is it possible to use our own dataset?

[faceprofesor]

Thank you for the video. How do you pass the YouTube image through the yolo?

[wajadadkarim]

Thanks, dude it's working. 5x slower than the MobileNet algorithm that I used. Needs some improvements.
Raspberrypi 4B
2GB RAM
Pi camera
armv7l

[readystudygo]

nice video BTW can we also use a raspberry pi 3 model B+ for the custom object detection ? and can you also record a video for this as well by using the raspberri pi?
Thanks

[zubaidahsabah]

great work! how can we implement this using tiny version, i suppose it would be faster

[oxncjvq]

Did you install the 2.2 version of tension flow?

[jarbozhang]

thx for the video, can you use the sci camera with this 64bit version system? i have found many solutions, but no one is useful. I guess that's the reason why you use the usb web camera?

[betulsahin]

How can i download yolov5 to raspberry pi 3b+ I couldn't find anywhere. Can you help me about this?

[singgihbekti]

can we deploy in raspberry pi 3? does it support with pytorch? or any pytorch version? thank you

[himomhey]

How many Gb for a raspberry pi to run YOLOv5 like in this video?

[sdexnim]

I am facing problem with installing opencv-python, it sys that object is not iterable, how can i fix it, if would you please

[Supik.]

Is it the same way for the yolov3-tiny?

[nanakwamekankam]

I get a "Segmentation Fault" error when I run the inference. Any help?

[shahedobaid]

sir why do i get "Illegal instruction" when i run the file??

[f_bian]

We can't install torch, it gives the following error.. Do you have any idea on how to solve this? Thanks!

Could not find a version that satisfies the requirement torch>=1.0.0 (from thop) (from versions: 0.1.2, 0.1.2.post1, 0.1.2.post2)

[asdftw]

i need help! i keep getting this even running on python 3.7.3 on my rpi.

File "detect.py", line 73
stride, names = 64, [f'class{i}' for i in range(1000)] # assign defaults
^
SyntaxError: invalid syntax

[kashishnaqvi]

Hey in mine, it says no command pip3
pls help

[kashishnaqvi]

Hey amazing tutorial, can you help me out on how to provide audio output for the detected objects? which code to edit and how to edit? Thanks in advance!

[smitpanchal]

I can't install pytorch on raspberry pi 3 B+ ...!