— The goal of Machine Learning technology in this project, named Ad-Sol (solution for advertisement), is to implement the Single Shot MultiBox Detector (SSD) algorithm for object detection in uploaded image files. The proposed solution aims to identify and localize objects within the uploaded images in real-time, without the need for a separate region proposal step. The SSD algorithm, which is a deep learning-based model, will be utilized to detect various objects in the images based on their object names. Once the objects are detected, the system will implement a searching mechanism to make it easy to search for objects based on their names within the Ad-Sol project. This searching functionality will facilitate users in quickly locating objects of interest within the uploaded images and improve the overall user experience.
