Virltor - AI-powered real estate service: Community Rating Module

Screenshot_gmap: Contains the code to screenshot the Google Maps 4 views of the locations in the dataset, using Selenium & Python data_preprocessing: pre-process.py contains a Python and openCV script to pre-process the collected image data. image_segmentation_SAM: Python script to segment the roadways using the Segment Anything Model from Meta. YOLO_SAM: Python script using YOLO to detect roadways and SAM for accurate segmentation. Clustering analysis: script for feature extraction, dimensionality reduction, and K-Means clustering.