[Project Addition] AI Generated vs Real Images Classification using DL

[Arihant-Bhandari]

Deep Learning Simplified Repository (Proposing new issue)

:red_circle: Project Title : AI Generated vs Real Images Classification using DL
:red_circle: Aim : Classifying images based on whether they were AI Generated or Real images ( clicked or painted by humans ).
:red_circle: Dataset : https://www.kaggle.com/datasets/cashbowman/ai-generated-images-vs-real-images
:red_circle: Approach : Creating custom CNN and CNN-Attention based models as well as 5 pre-trained models for binary classification task.

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📍 Follow the Guidelines to Contribute in the Project :

• You need to create a separate folder named as the Project Title.
• Inside that folder, there will be four main components.
  • Images - To store the required images.
  • Dataset - To store the dataset or, information/source about the dataset.
  • Model - To store the machine learning model you've created using the dataset.
  • requirements.txt - This file will contain the required packages/libraries to run the project in other machines.
• Inside the Model folder, the README.md file must be filled up properly, with proper visualizations and conclusions.

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:red_circle::yellow_circle: Points to Note :

• The issues will be assigned on a first come first serve basis, 1 Issue == 1 PR.
• "Issue Title" and "PR Title should be the same. Include issue number along with it.
• Follow Contributing Guidelines & Code of Conduct before start Contributing.

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:white_check_mark: To be Mentioned while taking the issue :

• Full name : Arihant Bhandari
• GitHub Profile Link : https://github.com/Arihant-Bhandari
• Email ID : arihant.bhandari.2004@gmail.com
• Participant ID (if applicable): Arihant Bhandari (eternal_insight)
• Approach for this Project : using pretrained and custom cnn models for classification
• What is your participant role? (Mention the Open Source program) GSSoC 2024 Contributor

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  Happy Contributing 🚀

All the best. Enjoy your open source journey ahead. 😎

[github-actions[bot]]

Thank you for creating this issue! We'll look into it as soon as possible. Your contributions are highly appreciated! 😊

[Arihant-Bhandari]

hi @abhisheks008 this is the next project i want to take on. pls assign this to me, thank you for the same.

[abhisheks008]

Assigned @Arihant-Bhandari

[Arihant-Bhandari]

@abhisheks008 i had something on the side i wanted to discuss with you beforehand.

i had a project i worked on previously, using NVIDIA stock data, and created RNNs for opening and closing prediction.

can it be considered for submission if i were to create ANNs for the same, so in total there will be 4 models ANN and RNN for opening and closing respectively ?

[github-actions[bot]]

Hello @Arihant-Bhandari! Your issue #701 has been closed. Thank you for your contribution!