https://github.com/syedissambukhari/islamophobia-detection-using-machine-learning

SVM model to detect islamophobic text in the picture. and CNN model to detect islamophobic nature in image
https://github.com/syedissambukhari/islamophobia-detection-using-machine-learning

artificial-intelligence jupyter-notebook machine-learning-algorithms python

Last synced: 6 days ago
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SVM model to detect islamophobic text in the picture. and CNN model to detect islamophobic nature in image

• Host: GitHub
• URL: https://github.com/syedissambukhari/islamophobia-detection-using-machine-learning
• Owner: syedissambukhari
• Created: 2023-07-09T22:42:16.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-08-27T07:21:37.000Z (about 1 year ago)
• Last Synced: 2023-08-27T08:23:42.328Z (about 1 year ago)
• Topics: artificial-intelligence, jupyter-notebook, machine-learning-algorithms, python
• Language: Jupyter Notebook
• Homepage:
• Size: 9.9 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# islamophobia detection

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#Ist install all the required libraries:

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pip install cv2

pip install pytesseract

pip install joblib

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SVM model to detect islamophobic text in the picture. and CNN model to detect islamophobic nature in image

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#the data_folder consist of 4 sub folders which is:

islamophobic_text_folder = 'C:/Users/Syed Issam Bukhari/Documents/projects all/projects/islamop/Memes/islamophobic text'

not_islamophobic_text_folder = 'C:/Users/Syed Issam Bukhari/Documents/projects all/projects/islamop/Memes/Non islamophobic text'

islamophobic_nature_folder = 'C:/Users/Syed Issam Bukhari/Documents/projects all/projects/islamop/Memes/Islamophobic image'

not_islamophobic_nature_folder = 'C:/Users/Syed Issam Bukhari/Documents/projects all/projects/islamop/Memes/Non Islamophobic image'

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For CNN model visit googlr drive:

https://drive.google.com/file/d/1-02VAykkgjDFQpyKdBZQI9ceHAm-z0mC/view?usp=sharing

For cnn_dataset visit:

[https://drive.google.com/file/d/1213jo0D66g91Ptdg5pDE_mav5_bM1_t_/view?usp=sharing](https://drive.google.com/drive/folders/11KYKMOclLERz_t2QMl4_7WdfL3VM8Psd?usp=sharing)https://drive.google.com/drive/folders/11KYKMOclLERz_t2QMl4_7WdfL3VM8Psd?usp=sharing

For svc_dataset visit:

https://drive.google.com/drive/folders/14heZaUjvMwvwO0lBa60No1r_4As0aS73?usp=sharing

All the important notes and details of project is availble in Important notes.docx