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IBM-Project-9205-1658987083

Intelligent Vehicle Damage Assessment & Cost Estimator for Insurance Companies

Technology : Artificial Intelligence

Team Id : PNT2022TMID05420

Batch : B3-3M5E

Team Leader : Darshanaa M

Team Members : Boorani P, Jeyshri J,Vignesh K

Project Description :

Nowadays, a lot of money is being wasted in the car insurance business due to leakage claims. Claims leakage Underwriting leakage is characterized as the discrepancy between the actual payment of claims made and the sum that should have been paid if all of the industry's leading practices were applied. Visual examination and testing have been used to may these results. However, they impose delays in the processing of claims.

The aim of this project is to build a VGG16 model that can detect the area of damage on a car. The rationale for such a model is that it can be used by insurance companies for faster processing of claims if users can upload pics and the model can assess damage( be it dent scratch from and estimates the cost of damage. This model can also be used by lenders if they are underwriting a car loan, especially for a used car.

Technical Architecture

roj

Project Design & Planning

Ideation Phase

  • Empathy Map
  • Brainstrom
  • Literature Survey
  • Problem Statement

Project design Phase - 1

  • Problem_solution_fit
  • Proposed Solution
  • Solution Architecture

Project design Phase - 2

  • Customer Journey
  • Technology Architecture
  • Dataflow Diagram
  • Functional Requirements

ibm-project-9205-1658987083's People

Contributors

boorani-2000 avatar darshanaam avatar irhsayej avatar vignesh5328 avatar

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