Rick and Morty Character Image Detection

[aaradhyasinghgaur]

Pull Request for DL-Simplified 💡

Issue Title : Rick and Morty Character Image Detection #462

• Info about the related issue (Aim of the project) : To train and predict the images from Rick and Morty dataset
• Name: - Aaradhya Singh
• GitHub ID: - kyra-09
• Email ID: - [email protected]
• Idenitfy yourself: (Mention in which program you are contributing in. Eg. For a JWOC 2022 participant it's, JWOC Participant) - Contributor/ GSSOC-2024

Closes: #462

Describe the add-ons or changes you've made 📃

To train and predict the dataset Containing characters of Rick and Morty i've trained various different models and compared them for better accuracy , the models are mentioned below :- 1.) InceptionV3 2.)VGG16 3.)MobileNetV2

Type of change ☑️

What sort of change have you made:

• [ ] Bug fix (non-breaking change which fixes an issue)
• [x] New feature (non-breaking change which adds functionality)
• [ ] Code style update (formatting, local variables)
• [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
• [x] This change requires a documentation update

How Has This Been Tested? ⚙️

It has been tested on test dataset from the mentioned Rick and Morty dataset from kaggel . I have varified and shown the prediction of few of the random chosen images from testset....although the accuarcy of it may differ on testset given the fewer set I took to train the models considering the time it was taking for training.

Checklist: ☑️

• [x] My code follows the guidelines of this project.
• [x] I have performed a self-review of my own code.
• [x] I have commented my code, particularly wherever it was hard to understand.
• [x] I have made corresponding changes to the documentation.
• [ ] My changes generate no new warnings.
• [x] I have added things that prove my fix is effective or that my feature works.
• [ ] Any dependent changes have been merged and published in downstream modules.

[github-actions[bot]]

Our team will soon review your PR. Thanks @kyra-09 :)

[aaradhyasinghgaur]

Okay..I will make the changes and get back to you

[abhisheks008]

1. Please create a single .ipynb file and collab all the models including some EDA into it.
2. Follow the README template. Here is the template.
3. Include the EDA results in the README as per the template and also include them in the Images folder.

These changes are required. @kyra-09

Please update the above mentioned changes.

[aaradhyasinghgaur]

@abhisheks008 I've made the necessary changes , kindly review them . PS - Sorry for the delay , Got stuck with some personal issues.

[aaradhyasinghgaur]

Thanks @abhisheks008 , looking forward to contribute in more projects . This time in a bit consistent manner .

[abhisheks008]

Thanks @abhisheks008 , looking forward to contribute in more projects . This time in a bit consistent manner .

No issues with that!