12 New AI Projects using Raspberry-Pi, Jetson Nano & more

hi everyone welcome back to our channel in this video we'll discuss some machine learning project ideas so let's get started number 12. operating a drone requires some skill in regular practice but if you don't have that much time then you could take some help from this project here Murtaza shows how he controls a drone using his body movement he used a PID controller that Maps the body's position into coordinates as he moves the coordinates get changed from the neutral position and accordingly the Drone follows the new coordinates in this way the Drone always follows the body movements while maintaining a certain safe distance from the body number 11. no need to spend your hard-earned money on home automation devices because all you need is a microcontroller board and regular sunglasses to control various appliances at your home yup you heard it right Nick attached a camera at the front of his glasses that streams the video to the Jets and Nano using this he just looks at the objects he wants to control makes a gesture and voila the task is completed the objects and gestures are identified using a two-layer neural network which triggers certain objects like opening and closing the lights number 10. if you've not got gaming skills and missed the targets most of the time then this project can be a great hack Kamal made a pixel scanning Aimbot that can easily detect targets based on the colors of the screen in order to make it undetectable by the game software he made a physical setup in which he added four omnidirectional Wheels to his Mouse with this the bot can move easily in any direction he trained the model for two or three days and after that the Aimbot was aiming better than most of the pro players number nine with the evolution of artificial intelligence the way of solving problems has also evolved one such Project based on it is the way to measure temperature it uses an RGB and infrared camera to measure the temperature of the objects in real time on the left side of the screen you could see the objects and their temperature using the RGB camera while the infrared camera gives a visual representation of the object's hotness the hot objects can be identified with red color and the cold objects with blue color number eight if you're into archery then you might know how hard it is to hit a bullseye it requires patience dedication and a lot of practice but this Aimbot can do that pretty easily the archery bot controls the bow angle of attack using Metal Gear Motors a stepper motor pulls the string and arrow back and a Servo releases the bow to shoot using an Intel real sense depth camera the color and depth of a Target are identified using this data the initial angle and the velocity of the arrow are calculated 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 with octopart you can get real-time component insights as you design your PCB and Altium check the description for more details number seven in the above discussed drone project the Drone was controlled using body movement and you can't do some quick actions using that for example flipping a drone like this to make this happen you can learn how to operate it using hand gestures in this project Murtaza added some safety features to control like the Drone can be operated only when a base is detected and the left hand is used to make gestures also the hand must be present inside a specific box if these conditions are not met the Drone will not operate [Music] number five if you want to improve your playing style and check whether your form is good or bad then this project could be a great help Samuel attached a microcontroller to his table tennis bat and with the motion trainer he trained the model to identify different types of shots it even tells whether you're playing a particular shot properly or not it's impressive how he managed to place the components compactly over the bat that does not create any hindrance while playing number five if you're a die-hard fan of the Harry Potter series and want to relive The Experience then we have something magical for you when you draw certain letters in the air with this wand it'll perform some activity like drawing the letter A represents alohomara which opens up a box the tip of the wand has an infrared led a night vision camera captured these movements and streams the video to Raspberry Pi the patterns are recognized by Machine learning models and using Raspberry Pi the tasks are performed number four meet auto bill a fast and effective setup to generate shopping bills thus reducing the checkout time this project might look like a product but it's completely DIY it identifies the objects using a camera placed above while the load cell at the bottom weighs the object the object along with its weight price and quantity is then automatically added to the cart and the bills generated thus emitting the need for human involvement the users can simply pay the total amount and collect their groceries thus it reduces the chances of forming long cues number three if you're bored being alone at home then this Nerf turret bot can become your friend but watch out as it'll throw turrets at your face the turret continuously tracks the face and the python script sends the face coordinates to the Arduino the Arduino then moves a Servo in order to position the camera at the center of the face as the face is detected turrets are thrown all this process happens so fast that the turret barely misses a Target so would you dare to try this project out tell us in the comments number two one of the common causes of pollution is improper waste management at the starting level for example homes we often mix various types of waste in one bin which gets difficult to segregate at a higher level that's where this project can help this smart Dustbin made by Samuel identifies the type of waste thrown at it and then accordingly rotates the bottom section of the bin to collect that whether it be paper plastic or any other type of waste the smart bin takes care of all things number one this is another project to improve your high score in certain games the setup might look simple but can get the job done for you at the top it has a camera placed inside a frame that continuously looks at the screen while the bottom section has an arm mechanism connected to the controller's joystick using machine learning the bot's able to identify the object on the screen the Arduino then moves the joystick over the object using a Servo motor and plays the games easily so these were some of the best machine learning projects that you can try drop a like And subscribe to our channel to keep supporting us we'll be back with some great project ideas soon till then goodbye

Channel: ToP Projects Compilation

Views: 664,718

Keywords: ai, ml, artificial intelligence projects, machine learning projects, artificial intelligence using raspberry pi, machine learning using raspberry pi, machine learning project ideas, artificial intelligence project ideas, open cv projects, deep learning projects, 2023 new project ideas, top projects compilation, machine learning using esp32, projects using esp32, iot projects, neural networks projects, 2023 new projects, compilations projects, data science projects

Id: bDN7vV50rSs

Length: 7min 49sec (469 seconds)

Published: Tue Jul 25 2023