Project Theme: Automate the Surroundings

Smart army safety device

there are 1600 soldiers are died in every year due to lack of sudden attacks and lack of immediate hospital support, to save the soldiers from the enemy we want to make this project. we are using Arduino, Relay module, temperature sensor, peltier module to make this project

Calories calculator

Our project calculates the overall calories intake throughout the day by eating 3 meals that are healthy and are within the instructed overall calories a person should consume.
This way you can organize what you eat in a day without getting hungry because of a strict diet!
we used pictoblox’s machine learning to recognize the food and calculate its calories.

Baby Box

A box in which a spoon is wired is connected to help measure the temperature of the food, where it determines whether the food is hot or cold, then a light appears according to the temperature and a camera to see the child’s condition when eating to alert through a sound source (whistle) in case the child suffocates or is exposed to any harm‎

ping pong game

Ping Pong is a classic game that has been enjoyed by people of all ages for decades. In this project, we will create a Ping Pong game using Scratch, a visual programming language that allows you to create interactive projects such as games, animations, and simulations. With Scratch, you can create games without writing code, making it a great tool for beginners who are new to programming.

This Ping Pong game project will require you to create sprites, add scripts to them, and use different programming concepts such as loops, conditionals, and variables to create a functional game. You will also learn how to add sound effects and display messages on the Stage to enhance the game experience.

By the end of this project, you will have a simple yet fun Ping Pong game that you can play with your friends and family. So let’s get started and create our own version of this classic game using Scratch!

Writing in the Air

I used basic block coding and Artificial Intelligence & Machine Learning to write in the air with motion capture

IR Sensor Buzzer

if corona is reduces but we must do social distancing etc, to reduce the external virus we want to make this touchless door bell.

Object Detection

A Machine learning based model to classify between eraser and pencil using object recognition technique.
Object Recognition:
Object recognition is the technique of identifying the object present in images and videos. It is one of the most important applications of machine learning and artificial intelligence. The goal of this field is to teach machines to understand (recognize) the content of an image just like humans do.
Image Classification:
In Image classification, it takes an image as an input and outputs the classification label of that image with some metric like probability, loss, accuracy, etc.
Applications:
• Driver-less Cars: Object Recognition is used for detecting road signs, other vehicles, etc.
• Medical Image Processing: Object Recognition and Image Processing techniques can help detect disease more accurately. Image segmentation helps to detect the shape of the defect present in the body. For Example, Google AI for breast cancer detection detects more accurately than doctors.
• Surveillance and Security: such as Face Recognition, Object Tracking, Activity Recognition, etc.
Here you can see the model we have implemented. First, I opened AI and ML environment, named the project and then uploaded the images of objects collected from internet. Now we trained the machine with 10 number of epochs. Training accuracy is approx. 0.92. It can be enhanced by inserting more samples at the time of training.
After completion of training test has been performed to differentiate between pencil and eraser. And then model is ported to block code environment. So now it can be used as a product.