By: Ram on Sep 25, 2021
Employed Insurance agents visit their prospective leads for educating on insurance policies and selling the right policies. For the banks and insurance agencies, it is important that their agents visit customers and build trust & long-term relationships. Tracking visits of the agents to their client locations is important for planning and accurately capture visits.
In this project, we have built a simple and effective mobile application driven via Deep Learning Model. We will explain the flow of the app and will start first with the deep learning model.
Deep Learning Model – Development
Django based API Framework
We have developed APIs to get the captured image of the employee, employee mobile number (primary), and GPS location (latitude and longitude) of the mobile device.
Image captured will undergo a few steps – embedding and then model is called to get the predicted details based on the image.
If the predicted mobile phone/Name is the same as input, it saves the details otherwise, it sends the response back to the mobile device /via API.