Kirsnaragavan portfolio

India is one of the countries with the highest air pollution country. Generally, air pollution is assessed by PM value or air quality index value. For my further analysis, I have selected PM-2.5 va…

Mobility on a wide scale is moving towards complete automation. Though the technology for automating the vehicles already exists, these technologies must be optimised to fit the current environment…

Live straming forecasting is the biggest challenges into the ML. Here, I applied LSTM, Bi-LSTM, and CNN Deep Learning model to forecast the price of bitcoin.

Wearing a seat belts can reduce the risk of serious injuries by 50%, reduce accidents by up to 45%, and save an average of 15,000 lives each year. This compulsion can be emphasized by monitoring an…

As an internet revolution now people use online purchasing rather than directly go shopping. So, E-commerce data have to analysis and find the use full information about the business and make decis…

Text classification is the task of assigning a set of predefined categories to free text. Text classifiers can be used to organize, structure, and categorize pretty much anything. For example, new …

This project is related to whether the person is carrying a rolling basket as well as wearing a mask with them into entering the supermarket or else. The system will generate an alert in terms of s…

As the current housing systems are moving towards automation, the focus on the systems used within the house is given more focus than the customer requirement. The systems available in the current …

Home Vehicle parking system is one of the most important factors to reduce traffic and satisfy drivers. Moreover, when parking vehicles in the apartment parking place, the driver has to open the do…

The dataset consists of data collected from heavy Scania trucks in everyday usage. The system in focus is the Air Pressure system (APS) which generates pressurised air that is utilized in various f…

Due to the COVID-19 regulation, people have to wear masks to protect themselves. Also, you need to create a system to find out if a person is wearing a mask or not. Also, this system should give a …

impact resistance properties of tiles are important property to be identified, for that purpose impact testing instrument was fabricated according to Sri Lanka industry specification

This project related to road safety. We have to wear a helmet according to road safety rules when riding a motorcycle. Therefore, these rules are monitored by the police. Also, Due to the invention…

GPT-2 is a pre-trained language model that can be used for various NLP tasks such as text generation, data summarization, and translation. Language models are statistical tools to predict/generate…

The process of computationally identifying and categorizing opinions expressed in a piece of text, especially to determine whether the writer's attitude towards a particular topic, product, etc. is…

Speech Recognition is an important feature in several applications used such as home automation, artificial intelligence, etc. This article aims to provide an introduction on how to make use of the…