Marwan Al Omari
Broschiertes Buch

Use of CNNs for the Classification of Medical Images

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Project Report from the year 2021 in the subject Computer Sciences - Artificial Intelligence, grade: 17/20, University of Poitiers, language: English, abstract: This research project structures different enhanced architectures and models of CNNs using in particular the VGG16 model, for its featured simplicity and efficiency along with its pre-trained wights on ImageNet. The VGG16 models are well trained using transfer learning mechanism in fine-tuning the architecture on the ISIC2018 Task3 dataset. Then, the models are projected for skin cancer image classification in highlighting the state-of...