Photo by Campbell Boulanger on Unsplash
Introduction
You've been hired by GehirnWagen, a German tech startup, to assist with their self-driving car initiative.
Stakeholders
These are the individuals your team will be helping during the case study:
Emma, CEO of GehirnWagen
Our company has several different projects going on right now, but the one I'm most excited about is our new, self-driving car initiative.
My cousin Johnny tells me that you can probably help us out.
Karl, Head of AI
Nice to meet you.
We've got most of the pieces in place to launch the initiative, but we're having a little trouble with our road sign recognition system.
Johnny, Data Science Intern
Hope you don't mind me giving out your contact info. When my cousin Emma told me about her self-driving car program, I just had a feeling you'd be able to help out.
Stakeholder Focus Areas
The stakeholders are particularly interested in the following areas:
- Building a neural network that can correctly classify German road signs.
- Making sure the network is robust enough to handle road signs in situations it hasn't encountered before.
You've been invited to a strategy meeting tomorrow.
Data
- Roadsigns Training Data Part 1
- Roadsigns Training Data Part 2
- Roadsigns Holdout data
- Data Dictionary
- Google Colab Notebook
