Computer Vision Workshop

University of Alberta, October 11, 2022

This workshop was developed by Armin Norouzi

Table of content:

• L01 Develop CNN models using Tensorflow
  • Binary Classification of Imagesalgorithm
  • Multi-class classification of Images
• L02 Transfer Learning with Tensorflow
  • Introduction to Trasnfer Learning
  • Trasnfer Learning using Feature Extraction
  • Trasnfer Learning using Fine-tuning

Notes:

• Developed with TensorFlow 2.8.2
• Develop with Python 3.7.13 and compatible with Google Collaboratory