A series of Deep Learning exercises to practice with PyTorch.
Professor: Elisa Ricci
Lab Instructors:
- Massimiliano Mancini (Email: [email protected])
- Subhankar Roy (Email: [email protected])
- Aliaksandr Siarohin (Email: [email protected])
- Andrea Simonelli (Email: [email protected])
This is the official github webpage of the Deep Learning course for the academic year 2018/19 taught at University of Trento by Prof. Elisa Ricci. Hands-on experience will be provided for the concepts taught during the lectures. Google Colab will be used to run the codes in GPU environment.
N.B. Lab related queries should be directed to the Lab instructors.
- Lab1: Train a multi-layer perceptron (MLP) on MNIST
- Lab2: Train Convolutional Neural Networks (CNNs)
- Lab3: Transfer Learning
- Lab4: Recurrent Neural Network
- Lab5: Generative Adversarial Network
- Python3