✅ Pets Image CNN classifier

[yashksaini-coder]

Related info

• As I explained in my issue Pet's Face CNN recognition model #634 my approach is to use a classic Resnet-50 classifier model, with 3 or 4 additional layers for at least 16 different parameters. I tired but couldn't get the dataset add into the Project directory as its size was too large.

Fixes: #634

Proposed Changes

My approach is to use a dataset of different pet's images particularly their faces, so I would like to create a CNN model using the Resnet-50 CNN model as a base and make customization to it for Pets category prediction.

Additional Info

The web application interface was built using streamlit library with the streamlit_option_menu extension library for better interaction with the options

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@UppuluriKalyani can you review this PR and add labels to this PR, also assign me on this PR.

[github-actions]

👋 Thank you for opening this pull request! We appreciate your contribution to improving this project. Your PR is under review, and we'll get back to you shortly.
Don't forget to mention the issue you solved!.

To help move the process along, please tag @UppuluriKalyani, @Neilblaze, and @SaiNivedh26 for a faster review!

[yashksaini-coder]

👋 Thank you for opening this pull request! We appreciate your contribution to improving this project. Your PR is under review, and we'll get back to you shortly. Don't forget to mention the issue you solved!.

To help move the process along, please tag @UppuluriKalyani, @Neilblaze, and @SaiNivedh26 for a faster review!

@UppuluriKalyani @Neilblaze @SaiNivedh26 can you review this PR, and assign it to me with proper gssoc & hacktoberfest labels

[github-actions]

🎉🎉 Thank you for your contribution! Your PR #643 has been merged! 🎉🎉