Projects
Automated Agriculture News Collection, Analysis, and Recommendation -2023
In this project, we collect news articles from various news sites and classify articles to check between agriculture and non-agriculture. Also, we are checking duplicate articles in this process. Then subclassification have been done between seven categories of agriculture articles. And finally, based on content, recommendations like sentiment analysis of articles and time sensitivity analysis will be provided.
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AGRInews -2023
A full-stack website developed using Django, HTML, and CSS for displaying the latest news related to agriculture. The website is designed with multiple categories for easy navigation and user experience.
Designed and implemented the user interface using HTML and CSS.
Developed the backend functionality using Django to fetch and display the latest news.
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Social Distance Detector Using Computer Vision -2020
The proposed project deals with Social distancing norms that aim to minimize crowd interaction and prevent the spread of diseases. The project was done during the COVID pandemic situation. Our proposed project is based on Computer vision to calculate the distance between people in a crowd and show how many people follow the social distance between them.
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Serveasy - 2019
This is a business model plan and I made the website for this project using HTML, Materialize CSS.
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Sentimental Analysis and Opinion Mining Youtube Data - 2020
In this project, we collected several comments on youtube videos, which we collected through youtube API and saved to our database. The project aims to provide insights into the sentiment of YouTube users towards a particular video, topic, or product and help businesses, researchers, and content creators make data-driven decisions. Naïve Bayes Model was used to detect the sentiment analysis of comments in neutral, positive, and negative