IOGS: Shape recognition
Graduate course, Institut d'Optique Graduate School, 3A, 2017
3rd year machine learning course.
Neural Networks
This is an introduction to neural networks.
Practical session
Download the practical session notebook here.
For an import in Colab:
- download the notebook
- import it in Colab
Correction here
URL:
https://aboulch.github.io/files/teaching_iogs_3a_rdf/iogs_neural_networks.ipynb
https://aboulch.github.io/files/teaching_iogs_3a_rdf/iogs_neural_networks-full.ipynb
Deep Learning
Introduction to deep learning
Practical session
Download the practical session notebook here.
Correction here
HTML version here
For an import in Colab:
- download the notebook
- import it in Colab
URL:
https://aboulch.github.io/files/teaching_iogs_3a_rdf/iogs_deep.ipynb
https://aboulch.github.io/files/teaching_iogs_3a_rdf/iogs_deep-full.ipynb
Projects
Dehazing
Notebook with dataloader: ipynb html