Fundamentals of Deep Learning for Computer Vision Workshop (UCL)

In these labs, you will learn the basics of deep learning by training and deploying neural networks. Build the skill-set and toolbox you need to build your own deep learning solutions through hands-on projects. Learners will:

  • Understand general terms and background of deep learning
  • Implement common deep learning workflows such as Image Classification and Object Detection
  • Manipulate training parameters to improve accuracy
  • Modify internal layers of neural networks to adapt to new problems
  • Deploy your networks to start solving real-world problems

Content level: Beginner

Pre-Requisites: Technical background and basic understanding of deep learning concepts