Object Detection & Identification using ESP32 CAM Module & OpenCV
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𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗗𝗲𝘀𝗰𝗿𝗶𝗽𝘁𝗶𝗼𝗻:
This tutorial introduces the topic of ESP32 CAM Based Object Detection & Identification with OpenCV. OpenCV is an open-sourced image processing library that is very widely used not just in industry but also in the field of research and development.
Here for object detection, we have used the cvlib Library. The library uses a pre-trained AI model on the COCO dataset to detect objects. The name of the pre-trained model is YOLOv3.
In this tutorial, we will go through its features, pins description, and the method to program ESP32 Camera Module using FTDI Module. We will also set up the Arduino IDE for the ESP32 Camera Module. We will also upload the firmware and then work on the object detection & identification part. The script for object detection is written in the python programming language, thus we will also have to install Python and its required Libraries.
𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀 𝗟𝗶𝗻𝗸𝘀 & 𝗦𝗼𝘂𝗿𝗰𝗲 𝗖𝗼𝗱𝗲: how2electronics.com/esp32-cam...
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Another amazing video back to back from you 😍😍 thank you so much 🥰😍
It's very cool !! I will do this project when I 'll have my Esp32 cam thank you for your work ! 👍😉
Hlooo
Thanks for your efforts...it works well and is impressive.
Nicely done! Thanks for the video and the info!
The chickens in the background, are making this video so much more enjoyable to watch.
Excellent video, thank you. Could this camera be used for edge detection/avoidance?
Another awesome video 👍👍
Very nice tutorial. Thank you.
You are first science sceam students I saw on yt. ☺️☺️☺️
Who is this new girl in how2electronics
She has a nice voice 🙂but the first one is very good i fell in love with her voice
The processing is being done on the host computer and not on Esp32 stop misleading on title of the video. Just wasted my time.
exactly mate its a fake video!!
The title isn't misleading at all , the word "using" is correct. "Run" opencv on a ESP32 would be misleading. Imagine how slow and how hell of a headache it would be to handle opencv data with only 34 GPIO and 4MB of flash memory. Don't blame on others your misconception of the world
@@fb846 microcontrollers can be surprisingly efficient since they don’t have to waste a large part of their power on keeping an operating system running.
In the fast moving it-world you can’t keep up with everything - it wouldn’t surprise me if there were some rudimentary solutions for object detection on such devices. And while I agree that the title is probably not misleading on purpose, it can still be misleading for people which are not up to date with every spec sheet
👍🏼😃
@@schlingelgen yes some microcontrollers are designed with AI and object detection in mind like the "Arduino Nicla Vision" but in this case the title clearly mentions ESP32 wich is not. For object detection there is the Pixy2 wich is compatible with most general microcontrollers. But my point was that the title wasn't misleading because it's very specific. "Using OpenCv & ESP32" is different than "object detection run on a microcontroller"
@@fb846 I get that, I just wanted to say that it’s not just black and white, misleading or not misleading. I think that depends, and all the information you just gave is not common knowledge you can expect everyone to have. I don’t think the creator is the one to blame, but I can also understand why some people are not satisfied with the solution since they were looking for something different.
Excellent video..thank you
thank you hopefully it can help me in my project
Amazing video ♥
Awesome project
Like it, thanks for the info :)
😍😍This is super cool object detection & identification project, keep up your great work!
Hlooo
Informative video 👍👍
After finishing the programming and configuration, how do you power the card after installing it in the case?
Very good 👏
How can I make a trigger signal after detecting a person to a relay module for home automation using this same concept. As for image processing we need more RAM which is not possible in esp32 cam. So is it possible to trigger a relay after detecting humans (in this case you have done using laptop)?
Excellent thank you
whoever program will detect some object ( only a bikes) if can i get a output form esp32 cam module.as a example if detect a bike open the gate.
Very cool and awesome project, WELL DONE. How to play a sound when object is identified ?
Use NodeMCU & Fire HTTP Request using Python
Spots dog* Starts playing mexican fiesta music*
At 00:10, you say that the ESP32 module identifies objects. Isn't the ESP32 not just used for the video feed? Your Windows PC with openCV does the identification, no?
Amazing!!
Wonderful 👌
Good work
nice work
Would this application need wifi connection at all times. Is there any library function to convert the objct detected to speech.
Hi friends, after finishing Python coding, what should I do next? transferred to ESP32 Cam or what? If it is transferred to ESP32, does the transfer coincide with the coding on Arduino (the Python coding is combined with the coding on the Arduini IDE)?? Please make a tutorial please..
Thank you..
Cool video, please I need to understand something.. how exactly does the computer communicate with the Esp32? is it via WiFi?
Good day everyone. Can this microcontroller be used for object counting?
I have a problem of the window tab created by cv2.inshow() always crashes automatically once running. I've installed all required library... Please help
did this program work if you discoonect esp cam from pc/laptop?
How to use Arduino instead of ftdi programmer? Will there be any change in code?
How much time it takes to open the 2 windows?
hello, sorry to ask why when my python program is running it says unterminated string literal (detected at line 9)?
can we record a video and send to mobile, using this project
when face detection and recognition turn on, why esp 32 cam is black and serial monitor is martix3du item alloc failed?
Where can I buy one that works and is assembled? Thanks
i like this video but i wanna ask about calculate the destance between the camera and things
When the press on the "Run" , the syntax error (invalid non-printable character U+00A0 , why ?
Amazing
Does this have to be connected to the computer or through wireless
Multiple libraries were found for "WiFi.h" getting this error how to solve it
nice video but some many information missing.. Is it the ESP 32 CAM that is doing the object detection or the laptop?
hello i have had a question i wanted to ask that is can it detect medicine pills kept on a flat surface?
Hi! Does it require wireless network connectivity to work? Or it just needs the wireless connectivity as a way to view what the camera can see?
It requires wifi network
miss what software to make a 3d model for 3d printer ?
how can i read the text like text and numeric from camera and get it into my excel
Hi, How can I implement this in my raspberry pi 4B?
Could this recognise bored, surprised, or happy expressions?
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?
hello does this work without a ftdi module and just using arduino UNO
hi....... in my pc detection not responding. how can i fixed it?
do you have the vectors for print case?
I am looking for computer vision powered fire dector , i want to make it with arduino or pico becuse of my budget can u plz help me
Ma'am we are unable to run the python code for some unknown reason.... it asks for tensor flow.. Please help
this project should work without internet. that is, directly connected to the esp32 camera's wifi. because if it works without internet, the camera will work without freezing? can you help me?
How many pictures did you use to train?
Can it be all computes in esp32?
Hi,i received my ESP32 CAM but the supply is missing 😢😢😢 what i do???
i love your voice
how to use it for pick and place on moving conveyor belt. can you develop we can buy the software from you
bro I try to do this. actually my live stream is open but the detection window is not loading and it is showing that not responding. what i need to do. please reply bro
After execution, a different window for detection does not open.
Dog in the pic: Ma'am! Im an animal, not an object, thank you!
Sir ...
How many faces we can enroll in Esp32 cam module?
Can you help me out to detect the fire using this esp 32
how to fix the problem of wifi failure in serial monitor pls reply
Is CVLIB compatible to OV5640?
What algorithm is used in this
Nice 👍😊
Hey, I have a question. I ran the Python Code and both camera windows opened, but the detection window doesn't show any box at all, I tried showing different objects and even faces but it didn't show a single box. I literally only changed the IP address and added some comments to the code, but still no boxes. I was wondering if you would know a reason behind this. It's weird since I tried the Face Detection method from cvzone course, and it showed boxes.
for me too, did u solve it?
i got the following error while uploading the code "does not exist or your board is not connected"
I already installed matplotlib library, but it didnt work, may you provide me the right matplotlib library, please?
@HowtoElectronics plz help k ow I'm getting error saying No module found tensorflow.python
why my live trasmission is on but my detection is load and can see ?
Hi. I hope to get a response to my question. If I use the esp32 Cam Dev board downloader, the Project can still run as expected in the video?
Sorry to say I havent tested it. But you can try once, may be it might work.
@@HowtoElectronics okay. Thank you i appreciate your response.
Everything running but detection window is not responding. I've tried it many times . Please reply it's very important
Can you make a detail video step by step on this. I found this video very much helpful. If I have to use this system in Poultry to count hen and eggs will this work? Thanks 👍
Yes it will definitely work. The tutorial is written on website article too with full details. You can follow the guide.
Is this work wirelessly?
My heart detected 💘 your sweet voice 🥰🤩😅😅
Can use normal ip camera
Can someone help me pls
I am just getting two black box
Means not responding
in the detection dialoge it says not respondig please help me to fix it
How can I detect fire by using esp 32
Hi please make a video with esp cam video transmission with lora
thank you for the video but can you give me the code source of python to link my esp32 with my own
trained model please
ModuleNotFoundError: No module named 'cv2'
Can someone help?
detection not responding error occuring bro/sis. what to do?
Can i detect facemask using that technology ? How?
Could you tell what is cam-hi.jpg
all video i am getting same error. anyone who implemented. getting error in esp32 cam
Does it work?
When i compile the arduino code, the esp32cam.cpp showed many errors!!!!
I want to detect object of laptop screen ,is it Possible? Means what object is displayed on screen
Check my latest video. The object detection and identification project is better done.
Super 😗
hello guys , I wanted to ask why does the live transmission and the detection windows not responding..? i have checked my ip address and it was correct..
How did you solved your issue?