10 Artificial Intelligence based projects using ESP32-CAM for 2023!

hi everyone welcome back to our channel in this video we'll discuss some interesting project ideas using esp32 cam so let's get started a huge shout out to Altium and jlc PCB for sponsoring this video number 10. programming an esp32 camboard is a bit of a tedious task because we have to press the reset button which is provided on the back side of the board to make this process easier techie SMS built this esp32 programmer we just need to insert the esp32 cam into the programmer connect it to the USB upload the code and voila the esp32 cam is programmed without the need to press the reset button apart from the esp32 cam we can also program other boards like esp32 chip and Arduino Pro Mini without removing or adding any components from the programmer this board is compatible to work in 3.3 V logic as well as 5V logic number nine running opencv on an esp32 cam is not that easy but by following this project you can do it the esp32 cam captures the image and uses candy Edge detection with the opencv library in real time once the code runs the screen displays the ttgo demo for three seconds after that RGB mode grayscale mode binarized mode and Edge mode are executed repeatedly the candy Edge detection requires the most computational power hence the FPS of the displayed image is low but on average it displays the image with 6 frames per second number eight counting some limited objects is easy but if the number is too large then you may definitely need some help for that this little project can be of great use to detect the object it uses a step-by-step method of image or frame conversion initially the RGB image is converted to grayscale so that the color contrast is visible and mathematical operations can be performed easily after that the image is blurred to blend the colors and using candy Edge detection the edges are detected finally to properly join the detected edges the image is dilated in this way the number of closed figures is detected and printed on the serial monitor number seven if you want to make your own AI camera then make sure to try this project Eric placed an esp32 cam inside a cardboard box a push button to capture the image and a screen to view the captured image but how does it tell the object details so first the esp32 cam captures the image and uploads it to the node.js server it then calls the Google Vision API to get an image annotation once the object's identified the images returned to the esp32 cam via the same process and with that you can get the details of any object that you want Altium is a PCB design software that's both powerful and easy to use with its intuitive interface and comprehensive set of features Altium designer makes it easy to create high quality PCB designs and with all new Altium 365 now you can share your PCB designs with anyone from anywhere with a single click and to convert these designs to real-life PCB boards look no further than jlc PCB they provide all types of PCB services and assembly at very competitive prices they're high quality pcbs quick delivery and great customer service make them the perfect partner for your electronics projects number six using this project you'll be able to detect hands and fingers using Python and implement it to use as a gesture controlled virtual Mouse in this demo code using a webcam we can see how image recognition is working using your index finger the cursor can be moved in any direction to click on any particular location the middle fingers move downwards while keeping the index finger upwards to use it using an esp32 cam you'll only need to modify the dimensions and frame rates in the code all other things will remain the same number five if you're looking to fully automate your home using a single dashboard then this project will help you [Music] using this project you'll learn how to stream a live video on a home assistant platform as well as control the status of various devices using the same platform stream starts to lag of a higher resolution selected so try to keep the resolution low the dashboard runs on a local area network so make sure to connect each device to the same network number four if you're trying to make an intelligent robot then make sure to try this project this robot not only moves in a specified Lane but can detect and track objects pretty easily the robots controlled using an Android application the esp32 cam streams the video to the application and the image processing Parts done there only it detects objects at a high speed and low latency the pan and tilt movement of the cameras provided using a Servo motor currently the chassis of the robots made using cardboard and sticks but it could be updated using a metal one number three with this project you'll learn how to make a QR code scanner using the esp32 cam module in opencv based on the amount of information a QR code can store different versions of QR codes are available using this project even complex QR codes can be decoded to decode any QR code you'll need a python Library the code extracts the frames from esp32cam and decodes the data using a library function the decoded data is then printed on the screen number two are you looking for a surveillance project at a very low price then under 10 you can make a surveillance camera using an esp32 Cam and a 3D printed frame the camera itself detects the movement and does not require a PIR sensor as the Motions detected it notifies you with a message on the telegram application if you have an internet connection you could view the images in short footage of the Intruder from anywhere and take necessary actions with this project your premises are secured and that too on a limited budget number one sometimes it becomes frustrating while waiting for a mail or any parcel that you've ordered and checking your mailbox again and again is not a practical option in that case you could use this mail monitoring system as any package is dropped into your mailbox a switch gets triggered an esp32 camera module will take a photo of the package and that photo will be sent directly to your telegram messenger the resolution of the pictures fine which will Aid you in distinguishing which Parcels arrived these were some of the esp32 cam projects that you can try comment down below the one you like the most drop a like And subscribe to our channel to keep supporting us goodbye

Channel: ToP Projects Compilation

Views: 27,109

Keywords: ESP32Cam Programmer, Running OpenCV on ESP32-CAM, Object Counting System, AI Camera using ESP32 CAM, Gesture Recognition & Tracking, ESP32Cam Live Stream + Home Automation, AI Robot, QR Code Reader/Scanner, AI Surveillance Camera, Mail Detection System, ESP32-CAM, Camera, top, projects, ESP32 projects, ESP32-CAM projects, home automation, home security, educational, learning, iot, machine learning, artificial intelligence, python, open cv, google vision, embedded system

Id: ujjg0LJ8hms

Length: 7min 17sec (437 seconds)

Published: Fri Apr 07 2023