Introduction to AWS DeepLens
34mIntermediate2018-06-14
Authors
Jonathan Fernandes
Consultant focusing on data science, AI, and big data
Course details
AWS DeepLens is the world's first deep learning-enabled video camera for developers. In this hands-on course, instructor Jonathan Fernandes helps you get started with this exciting new tool. Jonathan kicks off the course by acquainting you with how DeepLens works, how to set it up, and how to troubleshoot common issues. Next, he guides you through a variety of projects available with DeepLens, including ones dealing with object recognition. To wrap up, Jonathan provides an overview of future projects you can consider.
Skills covered
Internet of ThingsNeural Networks and Deep LearningHardwareIntroduction toAmazon Web Services (AWS)AmazonArtificial Intelligence (AI)Software Development
Concepts
0. Introduction
- 01 - Welcome
- 02 - What you should know
1. Getting Started with AWS DeepLens
- 03 - What AWS DeepLens is and how it works
- 04 - Registering a device
- 05 - Setting up your AWS DeepLens
2. Troubleshooting
- 06 - Troubleshooting wireless
- 07 - Troubleshooting software
3. Working with Projects
- 08 - Supported frameworks and deploying a project to AWS DeepLens
- 09 - Object recognition
- 10 - Project streaming
- 11 - Hot dog recognition
Conclusion
- 12 - Future project ideas
- 13 - Next Steps