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Real vs. Fake Face Classification using CNN, ELA, PCA and SVM

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Name		Name	Last commit message	Last commit date
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README.md		README.md
facefake_pca_svm.ipynb		facefake_pca_svm.ipynb
fakefacecnn.ipynb		fakefacecnn.ipynb
fakefacecnn_ELA_10%.ipynb		fakefacecnn_ELA_10%.ipynb
fakefacecnn_ELA_50%.ipynb		fakefacecnn_ELA_50%.ipynb
fakefacecnn_ELA_90%.ipynb		fakefacecnn_ELA_90%.ipynb
fakefacecnn_ELA_loadModel.ipynb		fakefacecnn_ELA_loadModel.ipynb
fakefacecnn_ELA_loadModel2.ipynb		fakefacecnn_ELA_loadModel2.ipynb

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Real vs. Fake Face Classification

Real vs. Fake Face Classification using:

PCA and SVM
CNN with Canny Edge Detector
CNN with Error Level Analysis (ELA)

Datasets are acquired from Kaggle: https://www.kaggle.com/datasets/xhlulu/140k-real-and-fake-faces

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Real vs. Fake Face Classification using CNN, ELA, PCA and SVM

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