Title: Benefits of Digital Vehicle Inspection
1WEL COME TODAMAGE iD
DAMAGE iD is an app and web-based Review Portal
for rental agencies, DSPs and transportation
fleets.
2Importance of Vehicle Damage Detection Model
Several industries have benefited from artificial
intelligence's versatility and sophistication,
and one new way this cutting-edge technology is
being used is to identify vehicle damage. Making
an automobile damage claim requires a lot of time.
3Vehicle Damage Detection What Is It?
In the automobile industry, mishaps and minor
vehicle damage are extremely prevalent. Problems,
however, only appear after an insurance claim.
The Government of Michigan's 2021 Fraud
Investigation Unit Annual Report states that
fraudulent auto injury claims added over 7.7
billion in extra payments to auto injury claims.
Top auto insurers had annual premium leakage
losses of up to 29 billion.
4How to develop ML models that can identify car
damage?
You require a diversified dataset of precisely
labeled photos and videos in order to train ML
models to recognize car damage. The machine
learning model can't identify damages if the data
isn't extremely accurate and accurately
categorized. Data quality must be checked by
human-in-the-loop annotators and annotation tools.
Determining whether there is harm
Locating the damage on the vehicle by determining
its precise location
Determining the extent of the damage based on its
kind, location, and necessity for repairs
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