- (04/03/2021)MR 3 ore: Deep Learning with Python (Class, Function, Numpy array, Tensor, List)
Classe Python Recap
Excercise Covid (Pandas)
- Neural Network Design and Structure NN_structure
Excercise Numpy Pytorch NN
Excercise Sine Approximation Example
- Ripasso ML - intro Keras (12/02/2022)DG 3 ore: Deep Learning - Terminologia -concetti ed intro a Keras per regression
- Keras regression (15/02/2022)DG 3 ore
- Keras Classification (21/11/2021)DG 3 ore
- SVM Classifier Mask https://github.com/visiont3lab/mask-detector-covid Streamlit Example Face detector https://github.com/visiont3lab/deep-learning-project
- (25/02/2022) MR 3 ore: Convolutional Neural Network, Image data loader
, Convolution Class notes
- (27/02/2022)MR 3 ore: Convolutional Neural Network Covid-19 Mask Classifier
Convolutional Neural Network Covid-19 Mask Classifier Class Example
- (28/02/2022)DG 3 ore: Convolution CNN intro Kera + Cat&Dog
- (07/03/2021)DG 3 ore: Intro regular Expression
- (07/03/2021)DG 3 ore: NLP concepts: from Spacy to NLTK
- (08/03/2022)MR 3 ore: Convolutional Neural Network Covid-19 Mask Classifier
Convolutional Neural Network Covid-19 Mask Classifier + Transfer Learning Applied to Classification
Transfer Learning Notes