Xception Net Model Design - 2

afislonge / deepfake-detection-project

Our project aims to develop a machine learning model to compare and contrast images sourced from Flickr, a platform with user-uploaded photographs, against those generated by ThisPersonDoesNotExist, which uses generative adversarial networks (GANs) to create lifelike human images. We'll evaluate the nuances in authenticity and quality

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Xception Net Model Design - 2 #42

Open isamia1910 opened 3 months ago

isamia1910 commented 3 months ago

Model 2 was trained on 1200 images and model 3 with 2000 images and an early stopping criterion

isamia1910 commented 3 months ago

Accuracy and loss for training and testing data:

isamia1910 commented 3 months ago

More hyper tuning needed to reduce overfitting.