Projects
A selection of projects that I'm not too ashamed of
Autonomous-vehicle-using-open-CV-and-Machine-Learning
The proposition of the project undertaken is to design, develop and implement an RC car employing a Raspberry pi (Computer), deep convoluted neural networks and SLAM.
The objective is to successfully employ the concept of behaviour cloning within the field of vehicle operation exercising miscellaneous computer vision algorithms alongside concepts like Machine learning.
A single front facing camera have been used, images from which will be passed onto the Supervised CNN to retrieve predicted steering commands. The proposed model is an illustration of supervised learning.
Comparison of different types of Gans for Face Image generation.
Numerous variations of Gans were trained on face image dataset to generate realistic looking face images.
Gans variations used : Vanilla Gan, DCGan, Style Gan, LSGan, WGAN, CycleGan, BigGan
Air Quality Monitoring System
A low cost Air Quality Monitoring System built with Raspberrypi for factories and residential areas.
Sensors used in this project included :
SPEC - Digital sensors, Analog Sensors (ULPSM), MQX sensors
DHT , BME , BMP ( For temperature, pressure and humidity measurement
PM sensors (For Particulate Molucule measurement)
Web-Application
Laravel with PHP for Backend, React for Front End.
A detailed description can be found in my github repo. Click the title above to check it out.
