Project Theme: Automate the Surroundings

SMART MICROWAVE

along with the development of the times, technology will soon develop and we are also aware of this. I decided to make this so that technology is getting better and developing. I want the world to use AI to make our work easier

Apple in the plate

I made a game whose steps are simple, which is to pickup the apple in the plate.The first thing we press on the green start flage, until we put the apple inside the plate, so you have won the game.But if the apple is outside the plate, you have lost the game. It is an easy and fun game.

SmartlibAI

combined animation projects using the concept of artificial intelligence using image detection.

This project creates an automatic library system that makes it easy for students to access the books in the library

Supercam Invegellator

This project helps how to reduce the level of cheating during exams with interesting artificial intelligence functions. This project uses several hardware components such as buzzers, leds as indicators

Classification of Stationary Items using ML

We have created 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.

Rain Alarm

This is typically a rain alarm system for households.