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NVIDIA
NVIDIA
VehicleMakeNet
Model
NVIDIA
NVIDIA
VehicleMakeNet

Resnet18 model to classify a car crop into 1 out 20 car brands.

NVIDIA AI Enterprise Supported
This model is backed by NVIDIA's Plus Plus (++) Promise
to learn more about the quality of the datasets used to train this model.
FieldResponse
Intended Application(s) & Domain(s):Classifying vehicle make
Model Type:Image Classification
Intended Users:Developers working in smart city and transportation applications
Output:Vehicle Make Labels
Describe how the model works:Classifies the following vehicle makes: Acura, Audi, BMW, Chevrolet, Chrysler, Dodge, Ford, GMC, Honda, Hyundai, Infiniti, Jeep, Kia, Lexus, Mazda, Mercedes, Nissan, Subaru, Toyota, and Volkswagen
Technical Limitations:Model accuracy may be reduced for occluded or top views of vehicles
Verified to have met prescribed NVIDIA standards:Yes
Performance Metrics:Accuracy
Potential Known Risks:This model may misclassify vehicle make.
Licensing:https://www.nvidia.com/en-us/data-center/products/nvidia-ai-enterprise/eula/

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