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...