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DEEPFAKE Image Synthesis for Data Augmentation

Field of medical imaging is scarce in terms of a dataset that is reliable and extensive enough to train distinct supervised deep learning models. One way to tackle this problem is to use a Generative Adversarial Network to synthesize DEEPFAKE images to augment the data. DEEPFAKE refers to the transf...

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Auteurs principaux: Nawaf Waqas, Sairul Izwan Safie, Kushsairy Abdul Kadir, Sheroz Khan, Muhammad Haris Kaka Khel
Format: Artigo
Langue:Inglês
Publié: IEEE 2022-01-01
Collection:IEEE Access
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Accès en ligne:https://ieeexplore.ieee.org/document/9839427/
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