Building an ML powered bird classification solution using a DeepLens, the Caltech CUB-200-2011 dataset and the ResNet 18 neural network architecture. The solution includes automatic image uploads to a Hugo Easy Gallery on S3. The project is still a bit in the scrappy MVP state but read on for the high level build flow. Check out the blog post, Bird Brain Gallery and GitHub repo....
In this blog we will cover how to build an ML powered bird classification solution using a DeepLens, the Caltech CUB-200-2011 dataset and the ResNet 18 neural network architecture. The solution includes automatic image uploads to a Hugo Easy Gallery on S3. The project is still a bit in the scrappy MVP state but read on for the high level build flow. Check out the Bird Brain Gallery on my Hugo site....
Implementing Security Controls in the World of Internet, Big Data, IoT and E-Commerce Platforms - This workshop will give participants the opportunity to take a security focused journey across various AWS services and implement automated controls along the way. You will learn how to apply AWS security controls to services such as Amazon EC2, Amazon S3, AWS Lambda, and Amazon VPC. In short, you will learn how to use the cloud to protect the cloud....