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
**Model :** After researching existing work in deepfake detection , code for initial CNN model is written.
Next: Model training and hyperparameter tuning using preprocessed Data and exploring ways to use Transfer Learning by using VGG-19 and DenseNet etc.
Blockers: Getting error while trying to install Tensorflow-GPU Library due to some metadata error, trying to resolve it using Tensorflow Documentation.
**Model :** After researching existing work in deepfake detection , code for initial CNN model is written.
Next: Model training and hyperparameter tuning using preprocessed Data and exploring ways to use Transfer Learning by using VGG-19 and DenseNet etc. Blockers: Getting error while trying to install Tensorflow-GPU Library due to some metadata error, trying to resolve it using Tensorflow Documentation.