This project guides you from data inspection and preprocessing to crafting an end-to-end application for aircraft localization based on crowdsourced air traffic control communication data (ADS-B). It utilizes Apache Spark, Modin, ensemble methods, TabNet, Apache Kafka, Flask, and Leaflet.js.
ADSB-Ultrafeeder is an all-in-one ADSB container with readsb, tar1090, graphs1090, autogain, multi-feeder, and mlat-hub built in
Exploring secure environments for testing and running AI agent code, including options like Docker, online IDEs, and dedicated platforms.
A collection of Docker-based web user interfaces for running generative AI models locally.
vATC Suite provides virtual air traffic controllers with tools to generate and deliver essential airport information. Easily create ATIS broadcasts, AWOS weather reports, and pre-departure clearances to enhance realism in online flying networks.
This article details how the author uses a local LLM to summarize Docker logs and other home lab logs, providing proactive insights into their self-hosted setup and improving maintenance.
Booting and auto provisioning a Docker Swarm cluster with PXE and enjoying zero-downtime deployments from a single git repository
Meshquake monitors real-time earthquakes via USGS and sends alerts over Meshtastic mesh radios.
Mail-Archiver is an open-source, self-hosted email archiving system that allows you to take back ownership of your communication data. It's built with .NET and PostgreSQL, offering a responsive web interface for managing and backing up emails from multiple accounts.
This tutorial guides you through installing and using an inference snap, specifically Qwen 2.5 VL, a multi-modal large language model. It covers installation, status checks, basic chat, and configuring Open WebUI for image-based prompts.
