How to do Object Detection using ESP32-CAM and Edge Impulse YOLO Model

In this video, we demonstrate how to build an image recognition system using the ESP32-CAM module to identify vegetables like tomatoes, potatoes, and onions. Using the Edge Impulse platform, we train and deploy a machine learning model to run directly on the ESP32-CAM. The results are displayed on an OLED screen for easy viewing. Learn the basics of edge computing, data acquisition, model training, and deployment. Check out our detailed step-by-step guide to create your own object detection system!

Hashtags: #ESP32CAM #EdgeImpulse #AIonEdge #ObjectRecognition #MachineLearning #IoT

Long Tail Keywords:

How to use ESP32-CAM for image recognition
Training AI models with Edge Impulse
Vegetable detection using ESP32-CAM
Deploying machine learning models on ESP32-CAM
Edge computing with ESP32-CAM and Edge Impulse
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[eloquentarduino]

Glad to see your video made 10x my views in just 10 days T_T. That said, I'm happy that more people get to know my library

[PriyankBolia]

Yours is the only Indian Tech Channel worth watching, all others make such basic videos, but your projects has some standard.

[AfranHossanReaz]

I'm just loving it.Looking for such informative video!
Can you make another Video to show the output result on web instead of showing on the OLED?
And please make another video on plant disease identification project like this.
Wish you luck.
Thanks a lot

[AVI-xokb]

Nice video 👍 gonna try it asap. Keep uploading informative videos like this.

[Tonyjr]

Nice video, but zoom in on the Arduino IDE text so it's easier to view on a mobile device. Thanks!

[niveshshrestha]

Gald to see Indian IT guy working also on hardware

[yashilseedoyal]

Nice video, could you please show what you've modified in the code for the oled display? Thanks

[Tima-rcbr]

Great video! I like what you did there in the end with the OLED screen, so could you please show your final code? Cause Im having a little struggle with it. Thanks

[duyhoang]

Great project Sir. How many classifications that Esp-cam can store? Does your project have any restrictions?

[ath_greek]

could you do a video with servos pan and tilt and esp32 cam (recognizing and tracking?)

[JohnxGamerMinecraft]

I want to calculate, the distance from the ESP32CAM to the object, How i can do this with the size of the centroid?

[bennguyen]

Can you do a video on how to debug an Edge/YOLO project using a JTAG debugger (ESP-Prog)?

[adityaarya-pg]

Thanks for the video
Actually I am facing difficulties regarding one project that I got demanded from school
Actually the project is school involves four houses and hence there are four coloured tshirt so they just wanted to collect the data that how many students are present of red colour tshirt or blue color tshirt and so on. So kindly help me out. Or please make a video related to this project I would really appreciate you for this kind.
Thank you so much sir 😊

[priyakoppuravuri]

i have uploaded zip library and did exactly as shown in video to run esp32cam code. its showing error before compilation finished. error is "The error you're encountering indicates issues with the use of initializer lists in your code. The error message either all initializer clauses should be designated or none of them should be points to improper mixing of designated and non-designated initializers." can you please resolve this. trying from 1 month.

[RakeshAntonyRajJ]

what is the change in code that you have made to interface with oled. kindly provide the code for it.

[phamdanai]

Tôi đã làm theo bạn không hiểu bị lỗi gì, có thể giúp tôi không

[techfun]

Bro i just want to upload the code to the ESP-32 CAM through ESP 8266, so is there any other process need to be follow for that approach

[Yashnarvariya-ydyt]

Hi sir please suggest some good major project, I need it for my sem exam

[YigalBZ]

Excellent video. Thank you. Few questions: 1) do you know if the libraries included in VScode? 2) Any idea how far can such a detection work with this camera?

[delfindaffa]

For the ESP32 board, what version of the library is used?