ESP32 CAM with Python OpenCV Yolo V3 for object detection and Identification, Image Processing

ESP32 CAM with Python OpenCV Yolo V3 for object detection and Identification

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Project Description:
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In this video, I am going to use ESP32 Camera module with Python OpenCV Yolo V3 for object detection and Identification. I am only using ESP32 Camera module for the live video streaming whereas for the image processing I am using Yolo V3.

I will test it on three different machines and you will be amazed with the end results. First I will test it using the Raspberry Pi 4 and it has 8GB RAM. Then I will test it on Core i3 Laptop. And finally, I will test it on my MSI Intel Core i7 with Nvidia Geforce 16GB GPU and 16GB RAM. I specially purchased this laptop for video editing and image processing.

Anyway, after performing initial tests then I will share with you the final code, which can be used for the detection and identification of specific objects. Let’s say you want to send an alert message when a specific object is detected.

In my case, I send an alert message when a bird and cat are detected both at the same time. While all the other objects are totally ignored.

We have a long list of the objects that we can detect. So, after watching this video you will be able to detect all these objects at the same time or you can select one or multiple objects of your choice and this way you can build amazing image processing based projects.

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Electronic Clinic helps the students and other professionals to learn electronics, designing, and programming. Electronic Clinic has tutorials on Arduino, Arduino Nano, Raspberry PI, image processing, gsm based projects, Bluetooth based projects, esp8266 projects, Nodemcu projects, robotics, desktop application designing and programming, PLC, SCADA, RC Planes, Electronics, Power Generation, HMI, and much more. Check my Playlists.

#esp32cam #yolov3 #opencvpython

[ElectroniClinic]

Watch my Latest Video on
ESP32 Cam, Python, OpenCV, & Mediapipe based Diy Security Camera using Human Pose Landmarks

[muhammadsalem]

Thank you, professor
Excellent work

[benj]

You really help me a lot with your videos i hope i can support you somehow ❤️

[unik]

Hi, I've done everything right and have the live camera working but whenever I try to run the object detection code it gives me an error where:

outputNames = [layernames[i[0]-1] for i in
~^^^
IndexError: invalid index to scalar variable.

and I can't seem to fix it

[wdew]

Very nice subject !

During compiling a message "cannot find webserver.h". My board version is 2.0.10 Do you have a solution for this ?

[sam-el]

I want to ask.
Can you help me with a guide to create object detection using de1-soc

[chideraagbasiere]

Where did the "Cat and Bird Detection" file come from @3:39 ?

[dszgxsi]

how do i incorporate the same for yolo v8 model?

[parthimahi]

6:41 for its coming for me "camera fails"what should I do plse anyone suggest me

[fqyifuf]

ERROR: Could not find a version that satisfies the requirement open-cv-python--4.5.3.56 (from versions: none)
ERROR: No matching distribution found for open-cv-python--4.5.3.56

in cmd 2nd step installing open cv

[deeptanshugupta]

Is it possible to do this without connecting it to pc

[vuthanhbinh]

Is there a way to improve the FPS of Espcam?

[CharlesMashava]

I watch your videos.I find them very helpful for my own going project. However i am running the an application with same weights but its supper slow on detecting and sending information to the esp32. How can i optimize it to be fast??

[zmqietr]

why did you do the image processing and objec detection on Raspberry Pi or Laptop, can't it be done on the ESP32?

[Radar]

Want request may you make video about helmet and plate number detection ?

[orphaeel]

i have this problem...

cv2.error: OpenCV(4.5.3) error: (-212:Parsing error) Unknown layer type: in function

anyone have the solution for this problem???

[bberil]

Thank you for the video. I want to do the exact same project but I will use the ESP32 as a soft access point. How should I modify the code?

[didzi]

Hey. When I try to run the code in Python IDLE I get this error: "Failed to open the IP camera stream". While if I copy and past the camera's url in the web browser it works fine! Any ideas on how to fix it?

[joaogouveia]

im trying to do the same thing the only diference is that im using an esp32s3 camera that creates a webserver for the video but when i try to access the webserver ip my opencv crashes. Do you know what could have caused this?

[manishuike]

can you make one for nut and bolt identifying