Car Image Recognition with Convolutional Neural Network Applications

Team Members

Abstract

Project Summary

Objective

Applications

Approach

Introduction to CNNs

Figure 1

Data Description

Figure 2

Image Preprocessing

Basic CNN Model

Transfer Learning

VGG-16

Figure 5

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ResNet50

Figure 8

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Figure 10

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ResNet101

Figure 12

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InceptionV3

Xception

Results

Model Summary:

Image of Incorrect classification:

Conclusion

References

GitHub