Facial Analytics Tool
- Role: Deep Learning Engineer
- Client: Prudential Thailand
- Technology: Computer Vision
- Demo URL: Comming Soon!!!
Project Description :
The objective of the project is to improve the underwriting experience of a targeted low risk customers. Since, Current Health Insurance Underwriting Process involves asking serval questions related to health, however majority of the customer turns out to be healthy, so we built an analytical solution which will provide user’s BMI, Age, Gender and Smoking information from the real time selfie.
Responsibilities :
- Image Data scraping, collection and preprocessing.
- Data Cleaning – Close eye detection, face tilt detection using dlib.
- Model Building using deep learning framework – Keras and fastai.
- Boundary condition Analysis for BMI.
- Packaging the model into docker.
- Making a Flask based API of the same.