Popular GitHub Repositories for Aircraft

A deep generative model to predict aircraft actual trajectories using high dimensional weather data

Application of LSTM network for Structural Health Monitoring & Non-Destructive Testing

Officiel implementation of the paper "FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite Imagery"

Aircraft engine failure prediction model

Autoencoder t-SNE for anomaly detection in aircraft trajectories

Performance comparison of ClickHouse vs PostgreSQL using LLM-style query patterns on realistic aircraft tracking data

Anomaly detected using aerial imagery can be of many types like unknown ship in docks, or a unidentified aircraft at the airport and other similar anomalies. In this project we've mainly focused on ship dataset to detect all the ships in a waterbody using keras-retinanet.

Aircraft components are susceptible to degradation, which affects directly their reliability and performance. This machine learning project will be directed to provide a framework for predicting the aircraft’s remaining useful life (RUL) based on the entire life cycle data in order to provide the necessary maintenance behavior.

Holds code for https://hondabase.com

A curated list of tools, frameworks, libraries, and resources for analyzing flight logs from drones (UAVs), aircraft, and other aerial vehicles.

A gymnaisum environment for autonomous decision making in fixed-wing aircraft

**Development of a Smart, Sustainable Aircraft and Its Ecosystem** It integrates artificial intelligence (AI), quantum computing, and blockchain to transform the aviation industry. GAIA AIR is a Functional Division of GAIA DS (Sustainable Development).

In this Project we have implemented the paper:- https://web.stanford.edu/class/aa228/reports/2019/final103.pdf

MS of Software Engineering 2019 Spring Capstone *3rd Place Graduate Project at Kennesaw State C-Day Showcase (April 2019)* --- Android Application Using Tensorflow Image Recognition to identify and classify commercial aircraft tires for proprietary towing vehicle.

CNN model to classify and identify military aircraft by type.

In this repo we use BlenderProc to create synthetic data for object detection.

Domain specific (Aircraft) Bert models trained on uniquely collected data.

A react-native app to conduct cognitive tests for skydivers on the ground and at altitude before exiting the aircraft. Only tested on the study's administrator's iPhone 13. Some layouts will be broken on other devices. Not tested on Android.

Quantum-Enhanced Digital Twin Framework for Aerospace Systems - Reference Architecture Quantum Computing & AI Synthetic Data Generation

n8n integration nodes for JetNet Aviation API - Enterprise-grade workflow automation for aircraft data, market intelligence, and aviation industry analytics with AI Agent Tool compatibility