AWS IoT - ESP32-CAM Setup
Example for publishing images from an ESP32-CAM to AWS IoT over MQTT
Example for publishing images from an ESP32-CAM to AWS IoT over MQTT
I recently passed my Certified Kubernetes Administrator (CKA) exam and along the journey made note of a number of useful resources. Hopefully some of this information can better prepare you for your own exam.
Building a Dog Bark Detector to help understand what my dogs do while I'm not home. In this post we cover how to deploy a simple frontend that leverages AppSync resolvers for DynamoDB and build a simple Vue dashboard for interacting with the bark events.
Building a Dog Bark Detector to help understand what my dogs do while I'm not home. In this post we cover how to extract and process audio from video clips using a Serverless lambda processor and FFMPEG layers.
Building a Dog Bark Detector to help understand what my dogs do while I'm not home. In this post we cover the training and deployment of a Machine Learning module using the UrbanSound8K dataset.
Kubeflow can better equips your Data science team with a self service access to all the resources they might need to build out Machine learning pipelines and applications. Pair this with Cognito and you have a secure way to work on data projects from anywhere in the world collaboratively.
Developing simple AWS IoT projects using the Espressif IoT Development Framework (ESP-IDF) and PlatformIO
Deploy Folding@Home on Amazon Fargate quick and easily with AWS CDK
Are you a beginner to developing for The Internet of Things? Perhaps you're an expert but are curious about what new things there are to focus on in? Let's chat about what it means to develop IoT projects in 2020.
Google's Lighthouse CI is a programmatic tool that allows you to analyse your web apps and generate detailed reports around best practices building for the web. In this post we're going to explore how we might integrate these tests into our GatsbyJS build pipeline.
I recently passed my AWS Certified Solutions Architect Professional exam and along my journey of studying I scribbled down a bunch of notes I took. I thought it would be a good idea to share these random bits of information so that they can be used as flash cards / bite sized chunks of information
Join us as we go through the A to Z of IoT from an AWS perspective. We won't be using buzzwords or hand-waving, just talking about the awesome services and how they can be used more effectively.
AWS AppSync is a highly flexible API service backed with GraphQL. Recently X-Ray support was launched for AppSync, so we go through the setup process and some general usage patterns for this excellent service.
The AWS Cloud Development Kit (CDK) is a powerful way of programmatically deploying resources. I'm going to show you how you can level up your CDK skills with the VSCode debugging.
Maintaining Search Engine optimizing is crucially important migration to be considered a success. We discuss some of the methods I used to ensure SEO was not effected.
GatsbyJS backed websites need to be statically generated on changes. We work to design an awesome architecture to perform this changes for us automatically using CDK on AWS.
There were 48 WordPress powered blog posts currently hosted that need to be recreated in GatsbyJS. We look into ways of converting these posts Markdown in an Automated way.
Migration away from WordPress can be perceived as a difficult task, however utilizing GatsbyJS this process can be achieved in an afternoon. Join us as we introduce how!
When Amazon Alexa launched in 2014 as the first major home assistant platform I was captivated by the opportunities it offered someone like me. By the end of this article you will have everything you need to build your own gadget by using source code I've provided to build this simple Alexa powered cat feeder.
Last year around this time I was just starting to create my first blog post on DevOpStar. Take a trip with me reviewing this amazing year; discussing the good time and bad. Then let's chat about 2020!
AWS IoT Secure Tunneling is a managed proxy meant for devices positioned behind secure firewalls on remote sites. A secure tunnel can be created using temporary credentials allowing access to the device on configurable ports. The secure tunneling process requires a bidirectional link to be established before communication can proceed.
AWS IoT Greengrass recently got Docker support; a much needed addition to the suite of edge tooling available at our disposal. As with most new IoT Greengrass feature, it can be a bit bumped to get setup with. I would know, I fought through the setup process on the day of release and ran into a couple quirks that I figure I'll share with the world in the form of an unofficial guide.
For this deployment we'll be describing how to setup Greengrass Core on a Raspberry Pi. This is part of a bigger post called Greener Grass.
Dive into Detect; a sub feature of Device Defender Detect that allows you to craft your own detection profiles using both cloud-side and device-side metrics.
Deploy a learning environment called Greener Grass that effectively boostraps all the AWS IoT and Greengrass configuration for you. This allows you to be able to learn about the advanced IoT features in a friendly & repeatable way.
In this guide we'll be looking at how to build and bundle ROS applications specifically for the Raspberry Pi ARMHF architecture using Cloud9. The final goal is to have the bundled application deployed over AWS RoboMaker.
Selfie2Anime was a successful use of Image-to-Image translation using UGATIT. In this post we learn how to setup a development environment capable of running UGATIT, then train out own variation of a model.
Learn how to deploy an AWS IoT Greengrass Core node onto a Raspberry Pi with AWS CloudFormation.
Flutter CI/CD with Codemagic, Slyph & AWS Device Farm. Easy & Reliable integration testing on real hardware devices; learn how to ensure your Flutter apps run on all device types (iOS & Android)
Learn to use NoSQL Workbench with Amazon DynamoDB to create a leaderboard system with global secondary indexes.
AWS RoboMaker is a development, deployment and simulation platform for ROS (Robot Operating System). We explore why Simulating robots on AWS is a big deal, and how you can do it too!
Serverless Certificate Vending Machine is a pattern for managing AWS IoT Devices in a secure and repeatable way. Learn how to deploy your own CVM and onboard new devices.
The development of Selfie2Anime has had its ups and downs. This post is an overview of the iterations we've made along this journey so far and what the plans are for the future
Learn how to use Conda environments to manage hundreds of different & varying python environments. Clean up your projects and make them more repeatable.
WA Animals Amazon EventBridge rule to alert Slack with a Serverless lambda when someone signs in to AWS Account
Configure a number of different Istio Ingress Gateways allowing traffic in for our various services.
Configure Istio VirtualService components to route Kiali, Jaeger, Prometheus and Grafana endpoints to the correct services.
Initialising the Istio Custom Definitions and installing Istio onto our fresh Kubernetes cluster.
A brief introduction into Istio and its role in modern production Kubernetes. We prepare for the future instalments of Practical Istio.
Deployment of Kubernetes onto GKE making use of GCP Deployment Manager. The process insures we end up with a robust private cluster to work with moving forward.
Dynamically update AWS Route53 hosted zones from your Google, Azure or On-Prem Kubernetes using external-dns.
Using Serverless to consume and processing WA Animals adoption forms using Amazon Textract and placing that data in DynamoDB
Generating Pokemon cards using a mixture of StyleGAN and RNN to create beautiful & vibrant cards ready for battle!
Facebook Messenger bot that does Object Detection on the fly using AWS Rekognition. Hosted on AWS Fargate and deployed using CloudFormation
Run OpenCV 4.0 on Lambda using Serverless framework. Extract images from scanned documents
Google Cloud Platform Deployment Manager bootstrap for GKE. Infrastructure as code for the difficult task of deploying and managing Kubernetes & Google Cloud resources
ICface is a generic face animator that is able to control the pose and expressions of a given face image. We explore how to use it for fun!
Containerising PyTorch models in a repeatable way. Deploy OpenAI's GPT-2 model and expose it over a Flask API. Finally deploy it to GCP repositories and publish it on a k8s cluster using Cloud Run.
Going through the steps required to migrate and host Animal Shelter Manager (ASM3) on Google Cloud. Includes creating and managing a GKE Kubernetes instance and images stored on GCR
Automatic coloring and shading of Dune coloring book using manga-style lineart model from deepcolor. Making use of TensorFlow and CGAN
Containerising PyTorch models in a repeatable way. Deploy OpenAI's GPT-2 model and expose it over a Flask API. Finally deploy it to AWS Fargate container hosting using CloudFormation.
Generate Fake Facebook conversations using OpenAI's GPT-2 training model and a large number of your existing facebook message data. Perform training using Amazon SageMaker GPU instances and CloudFormation.
A short kickstart project for working with Open Distro for Elasticsearch in a practical way. Load in podcast data from The Dollop and analyse the data visually using dashboards
Amazon Alexa controller for AWS IoT connected devices. Learn how to safely expose an embedded ESP8266 over MQTT in order to control an RGB LED.
Using Dyson Pure Cool Link python library over MQTT & Serverless framework we implement a simple endpoint to control our Dyson device
Generating Cat images using StyleGAN on AWS SageMaker. Developing a simple and repeatable Data Science pipeline for Generative Adversarial Network outputs.
Build a Serverless Resume that makes use of AWS Amplify to dynamically display work history
Take control of a magical box in AWS Sumerian using an ESP8266 embedded micro controller connected to AWS IoT
Utilise Amazon SageMaker Ground Truth to offload manual data labelling to the Cloud or other members of your organisation.
Deploy a Serverless function that performs video watermark conversions. Create a pipeline using Lambda Layers fronting FFmpeg.
Fargate is an AWS offering that allows developers to worry even less about the systems their code runs on. Using CloudFormation you can orchestrate scalable containerised services entirely as code.
Deploy a Private VPN to EC2 by Triggering a CloudFormation deploy using your AWS IoT Button. Finally have your VPN Credentials sent to you via SNS.
Recently at Flutter Live there were a series of announcements and advancements in the development ecosystem of Flutter. Specifically Nevercode was revealed to have partnered with Google to launch a Dedicated CI/CD tool for Flutter apps. In this post we're going to go through the process of setting up an existing repository with Codemagic, this new service!
Deploy your very own Private PPTP VPN to AWS EC2 using CloudFormation. Learn how to deploy using AWS CLI or the CloudFormation GUI
Reduce security and operational complexity by managing your SSH key-pairs, usernames and hosts in the config file within your home SSH directory.