Open AccessAmenity Detection using Machine Learning Algorithm
Author(s) -
S. Sivaranjani
Publication year - 2022
Publication title -
international journal for research in applied science and engineering technology
Language(s) - English
Resource type - Journals
ISSN - 2321-9653
DOI - 10.22214/ijraset.2022.40135
Subject(s) - real estate , amenity , computer science , machine learning , artificial intelligence , house price , algorithm , state (computer science) , finance , mathematics , econometrics , economics
Abstract: For many centuries, statistics have been used as a prediction tool, until recently data science evolved. When hunting for a house, you may want to check out all the amenities the house has, to know if the house is really worth the price mentioned in any real-estate dealer website. To find so, image classification models are widely in use which first categorizes the photos listed on the website into different rooms and then finds the amenities present in the room by object detection algorithm [2]. Through Computer vision, we get a better understanding of the image/video which eases our house hunt. A comparative study between machine learning algorithms used in the state of art model and my proposed model for detecting amenities with a higher precision rate is produced in the upcoming sessions. Keywords: Dataset, Machine Learning