AUTO-SYNC Index refreshed every 12h · Evidence-linked
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Find, compare, and trust UAV tech

A continuously indexed library of flight stacks, AI models, datasets, and tools — each rated, linked to sources, and checked for freshness. Stop hunting scattered repos.

123 Indexed Resources
20 Flight Stacks & GCS
25 Perception Models & Data
16 Engineering Stacks
100% Evidence-Linked (Tier A)

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Active Projects

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AI
Dataset Tier A

dronefreak/Aeroscapes

Official confirmed

Aeroscapes: Aerial Semantic Segmentation Dataset Unofficial redistribution of the AeroScapes dataset under the original CC BY-SA 4.0 license. Disclaimer This repository is not an official release of the AeroScapes dataset. The AeroScapes dataset was created by Ishan Nigam, Chen Huang, and Deva Ramanan, with dataset collection and manual annotation supported by Autel Robotics. They retain all copyr

Perception Ai Semantic-SegmentationAerial-Imagery +6
cc-by-sa-4.0 (Inferred from a source field (e.g. license.spdx_id)) Checked Aug 13, 2026
SIM
Simulator Tier A

microsoft/AirSim

Official confirmed

AirSim is Microsoft's Unreal/Unity-based open simulator for drones and vehicles, commonly used for sensor simulation and perception research.

License: Unknown (No license evidence found in sources) Checked Aug 13, 2026
UAV
Software Tool Tier A

ja51d/ardulog

Official confirmed

🛩️ Browser-based ArduPilot flight log analyzer — 3D satellite terrain playback, AI copilot, FFT, PID tuning, PDF reports. Local, nothing uploaded.

Testing Logs 3d-VisualizationArdupilot +7
MIT (Inferred from a source field (e.g. license.spdx_id)) Checked Aug 13, 2026

Featured Engineering Collections

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STACK LAYER
EVIDENCE-LINKED
21 Resources Photogrammetry practitioners and survey technologists

Aerial Mapping and Survey Stack

An open-source stack for aerial mapping work from imagery and datasets through photogrammetry processing.

STACK LAYER
EVIDENCE-LINKED
25 Resources Computer vision engineers and robotics researchers

Aerial Perception Models and Datasets

Source-backed aerial dataset and model repositories for detection and tracking research and prototyping.

STACK LAYER
EVIDENCE-LINKED
13 Resources UAV autonomy engineers evaluating planning, avoidance and multi-agent coordination

Autonomous Navigation & Planning

Open-source planning, avoidance, MPC and multi-agent stacks for autonomous UAV flight.

STACK LAYER
EVIDENCE-LINKED
24 Resources Embedded and computer vision engineers

Edge AI Perception Starter

A starting stack for prototyping aerial perception models before edge deployment work.

STACK LAYER
EVIDENCE-LINKED
17 Resources UAV firmware engineers, system integrators and robotics researchers

Open-Source Flight Control Stacks

Open-source autopilot firmware repositories for building or evaluating a flight stack.

STACK LAYER
EVIDENCE-LINKED
19 Resources UAV system integrators and software developers

GCS and Telemetry Protocols

Ground control software and telemetry protocol repositories for command, monitoring and integration work.

STACK LAYER
EVIDENCE-LINKED
19 Resources Integration engineers and protocol-level developers

MAVLink Ecosystem

The protocol and its reference consumers for building or evaluating MAVLink-based UAV integrations.

STACK LAYER
EVIDENCE-LINKED
8 Resources UAV integrators and robotics engineers

Open Hardware & Sensor Integration

Open-source UAV hardware designs, sensor SDKs, GNSS/RTK tooling and Remote ID implementations for engineering integration.

STACK LAYER
EVIDENCE-LINKED
28 Resources UAV software engineers and photogrammetry practitioners

Simulation and Mapping Toolchains

Open-source simulation and mapping repositories used for development, testing and survey workflows.

STACK LAYER
EVIDENCE-LINKED
11 Resources UAV autonomy engineers and robotics researchers evaluating localization options

SLAM / VIO Stack Evaluation

Open-source localization and mapping systems for UAV navigation, inspection and mapping missions.

STACK LAYER
EVIDENCE-LINKED
6 Resources UAV test engineers and integrators

UAV Flight Log & Testing Analysis

Open-source tools for reviewing, parsing and visualizing UAV flight logs before and after test flights.

STACK LAYER
EVIDENCE-LINKED
26 Resources Computer vision researchers and perception engineers

Visual Perception Models and Data

Indexed model and dataset repositories for aerial visual perception research and prototyping.

Regulations & UTM

Airspace rules, certification standards and UTM services that shape where UAV technology can fly.

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