Detection of gan generated images

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Reference no: EM133423899

Question: Detection of GAN generated images using LBP features along with two-class support vector machine (SVM). Report Accuracy, F1-score and Recall of the classifier.

Training dataset (150 live and fake images) should be used for SVM training. Trained SVM is tested on test dataset (150 live and spoof images).

Exp#2: Alternatively use HOG feature descriptors along with two-class support vector machine (SVM). Compare the accuracy, F1-score and recall of the classifier with those obtained in Exp#1.

Deliverables:

Code (50 points)
Report outlining the steps performed and the results obtained (50 points)

Reference no: EM133423899

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