Authors - Raghu Soni, Pranav R Nair, Anushka A Pawar, Apeksha Jadhav, Gaurav Gore Abstract - Addressing the needs of the 250 million individuals globally who experience vision impairment, with 40 million among them being blind, presents a significant challenge. Many technologies have emerged to assist them, aiming to promote independence. For instance, there's a desire to create an integrated machine learning system. This system would empower individuals with visual impairments to recognize and categorize objects in real-time. Additionally, it would offer voice feedback and distance information, issuing warnings as necessary for proximity to objects.