Fundamentals of Deep Learning for Computer Vision Workshop for the RSE Network (University of Bristol)

29 January 2018 - 09:00-17:00

All of our events may be recorded and shared via the University of Sheffield Kaltura platform so those who cannot attend may still benefit. We will consider your attendance implict consent to this.

In this full-day workshop, 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

• Deep Learning Demystified
• Lab 01: Image Classification with DIGITS
• Lab 02: Object Detection with DIGITS
• Lab 03: Neural Network Deployment with DIGITS and TensorRT