💡[Feature]: Dog Breed Classification using CNN

[RajKhanke]

Is there an existing issue for this?

• [X] I have searched the existing issues

Feature Description

This project aims to classify given dog image according to its breed into below 10 different categories using CNN :

• Golden Retriever
• German Shepherd
• Labrador Retriever
• Bulldog
• Beagle
• Poodle
• Rottweiler
• Yorkshire Terrier
• Boxer
• Dachshund This will done by training the CNN deep learning model on below Kaggle dataset : https://www.kaggle.com/datasets/khushikhushikhushi/dog-breed-image-dataset/data

I will also do data analysis and EDA as well as prepare reame.md file for reference.

Use Case

It can be used to classify dog species and analysis

Benefits

The benefits of this project are : 1) classify given dog image into 10 different categories 2) we can identify the dog species and thereby find out that it is exotic or normal

Add ScreenShots

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Priority

High

Record

• [X] I have read the Contributing Guidelines
• [X] I'm a GSSOC'24 contributor
• [X] I want to work on this issue

[github-actions[bot]]

Thank you for creating this issue! 🎉 We'll look into it as soon as possible. In the meantime, please make sure to provide all the necessary details and context. If you have any questions reach out to LinkedIn. Your contributions are highly appreciated! 😊

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