Webpage for

Ecole IoT: Data Science

(Year 2023-2024)

DU IoT, Polytech Orléans

• Shared class with:
  • Didier Chauveau
  • Laurent Delsol
  • Sophie Robert
• My classes deal with image processing and neural networks.
• Software: Python (with libraries numpy, matplotlib, scikit-image, PyTorch, ...) ; R for statistics (not with me)

Courses

Course 1:

• Course slides on introduction to image processing
• Chose notebook and click on open in Colab

Course 2:

• Course slides on histogram and spatial filtering
• Chose notebook and click on open in Colab

Course 3:

• Course slides on Filtering in Fourier domain and variational methods for inverse problems
• Chose notebook and click on open in Colab

Course 4:

• Course slides on Introduction to Artificial Neural Networks for image classification
• Chose notebook and click on open in Colab

Course 5:

• Course slides on Introduction to Artificial Neural Networks for image classification (continued)
• See last slide.

Course 6:

• Course slides on Introduction to Artificial Neural Networks for image classification (continued)
• Chose notebook and click on open in Colab