Reviewing Aerial AI and Dataset Sources
A provenance-first review flow for aerial datasets and model repositories.
5 checklist items
Read guide →UAV Engineering Guides
Source-linked checklists and decision paths for evaluating UAV technology resources.
Browse guides
How ArduPilot, MAVLink, and Ground Control Stations Fit Together
A practical guide for routing ArduPilot MAVLink telemetry to primary GCS applications and MAVProxy companion nodes.
3 checklist items
Read guide →Comparing Flight-Stack Repositories
A source-linked method for comparing flight-control repositories without inventing conclusions.
4 checklist items
Read guide →Building an Aerial Dataset Pipeline
A step-by-step path for assembling an aerial detection dataset pipeline from an indexed dataset and model framework.
5 checklist items
Read guide →How to Evaluate a UAV Open-Source Project
A repeatable checklist for deciding whether an open-source UAV project is worth adopting.
6 checklist items
Read guide →Choosing a Ground Control Station
A checklist for choosing a ground control station against your protocol and workflow needs.
5 checklist items
Read guide →Setting Up a PX4 SITL Loop with Gazebo
Build a local PX4 software-in-the-loop environment with Gazebo and QGroundControl.
6 checklist items
Read guide →Verifying Whether an AI Model Can Deploy to an Edge Platform
A checklist for checking model export support on a target edge platform without inventing performance claims.
5 checklist items
Read guide →Tracing MAVLink and GCS Dependencies
Trace the protocol and ground control repositories before selecting an integration path.
4 checklist items
Read guide →OpenDroneMap Photogrammetry Stack Guide
An engineering guide for running OpenDroneMap pipelines to reconstruct orthophotos, DSM/DTM models, and 3D point clouds.
4 checklist items
Read guide →How PX4, MAVLink, and QGroundControl Fit Together
An architectural guide explaining how PX4 firmware, MAVLink telemetry protocol, and QGroundControl ground station interact across networks.
4 checklist items
Read guide →How to Review a Source-Backed UAV Resource
A checklist for checking provenance, license evidence and update time before adopting a UAV resource.
5 checklist items
Read guide →VisDrone Dataset Engineering & Benchmark Guide
An engineering guide for loading, converting, and benchmarking the VisDrone aerial object detection dataset with YOLO models.
4 checklist items
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