Iot on Cameron Worrell https://cameronworrell.com/tags/iot/ Recent content in Iot on Cameron Worrell Hugo en-us Fri, 26 Feb 2021 09:01:36 -0500 Project Bird Brain https://cameronworrell.com/project/project005/ Fri, 26 Feb 2021 09:01:36 -0500 https://cameronworrell.com/project/project005/ <p>Building an ML powered bird classification solution using a <a href="https://aws.amazon.com/deeplens/" target="_blank">DeepLens</a>, the <a href="http://www.vision.caltech.edu/visipedia/CUB-200-2011.html" target="_blank">Caltech CUB-200-2011 dataset</a> and the <a href="https://arxiv.org/abs/1512.03385" target="_blank">ResNet 18</a> neural network architecture. The solution includes automatic image uploads to a <a href="https://github.com/liwenyip/hugo-easy-gallery" target="_blank">Hugo Easy Gallery</a> 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 <a href="../../blog/blog009/">blog post</a>, <a href="../../birdbrain">Bird Brain Gallery</a> and <a href="https://github.com/cgulliver/bird-brain" target="_blank">GitHub repo</a>.</p> Build an ML Powered Bird Classification Gallery on Hugo with DeepLens and S3 https://cameronworrell.com/blog/blog009/ Thu, 25 Feb 2021 09:00:36 -0500 https://cameronworrell.com/blog/blog009/ Complete guide to building an automated bird classification system using AWS DeepLens, machine learning, and Hugo static site generator with live image gallery. AWS Security Odyssey Workshop https://cameronworrell.com/project/project002/ Sun, 15 Oct 2017 09:50:36 -0500 https://cameronworrell.com/project/project002/ A security-focused workshop applying automated controls across EC2, S3, Lambda, and VPC, learning to use the cloud to protect the cloud.