Discover how I built a cloud classification system using TensorFlow Lite and integrated it with Home Assistant. This project uses an Allsky camera, an ODroid C2, and the CCSN dataset to classify cloud types with 90% accuracy. Learn about the process, from model training to deployment and integration with Home Assistant for real-time weather monitoring and automation.
The Impact of GPS Spoofing in the Middle East
Recent research by Vasilis Ieropoulos sheds light on the severe implications of GPS interference—whether through spoofing or jamming—on both weather balloon tracking and air traffic control systems in the Middle East. This post explores the findings of this study and discusses the broader implications for aviation safety and meteorological accuracy.
Banana Pi BPI-M2M: A Review of Performance, Reliability, and Community Support
Single-board computers (SBCs) have revolutionized DIY electronics projects, offering affordable and compact solutions for a wide range of applications. The Banana Pi BPI-M2M is one such SBC that aims to…
Crafting a Stylish and Secure NAS: Prioritising Redundancy and Backups
In the realm of tech enthusiasts, there’s immense satisfaction in building personalized solutions that cater to specific needs. For me, this journey involved creating a NAS system inspired by the…
Building an All sky camera for light polluted environments
An Allsky camera, as the name suggests, is a specialized camera designed to capture the entire sky in a single image. It is used for both meteorological and astronomical purposes. These…
Using sshuttle to Tunnel Traffic securely
sshuttle is a powerful tool that allows you to tunnel network traffic through an SSH server. This can be particularly useful when you want to securely access resources or services…
ADSB decoding with an 8 Element Ground Plane Antenna
Enhancing ADS-B Decoding with an 8-Element Ground Plane Antenna Automatic Dependent Surveillance-Broadcast (ADS-B) has become a popular technology for tracking aircraft in real time. ADS-B receivers capture and decode signals…
Linux-SDR Tools and Accessories
A comprehensive list of SDR tools for Linux for a plethora of applications
An introduction to Weights and Biases
Machine learning and deep learning models have become ubiquitous in many fields of research and industry. However, training and tuning these models can be a time-consuming and challenging task.
Single Board Computing cluster
Single-board computers (SBCs) have become increasingly popular in recent years due to their compact size, low power consumption, and versatility. With advancements in SBC technology, it has become possible to…