Damage Detector Model for car manufacturing companies
The client is one of the largest financial services companies in the world. Their objective was to develop world class AI & ML models for their various products for which machines are required to be trained using high quality and unbiased datasets achieved through human evaluation process.
Process
As part of the labeling process, GlobalLogic identified the damages occurred to the cars which are sent for insurance claims. Once the damages are identified, they are classified into categories like Dents, Scratches, Crush etc. These damages are labeled on the specific part of the car, and this way we train the model to identify damages through the damage detector.
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