Knowledge and understanding
The purpose of the course is to illustrate basic and advanced concepts for the development of discriminative and generative deep neural networks for different applications.
Applying knowledge and understanding
The student will acquire the ability to design and develop complex networks for image recognition and classification, for object detection, and for image generation.
Students completing the course will be able to write Python code (PyTorch) for training deep learning networks and test them both in discriminative and generative fields.