sansastra / Anomaly-DetectionLinks
Detecting automatic identification system (AIS) on-off switching anomalies, unusual turn detection, and deviation of trajectories of vessels.
☆29Updated 4 years ago
Alternatives and similar repositories for Anomaly-Detection
Users that are interested in Anomaly-Detection are comparing it to the libraries listed below
Sorting:
- A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection☆142Updated last year
- A python framework to predict trajectories of vessels with machine learning algorithms, such as lstm, seq2seq, etc.☆52Updated 4 years ago
- Vessel traffic data, or Automatic Identification System (AIS) data, are collected by the U.S. Coast Guard through an onboard navigation s…☆23Updated 5 years ago
- Modelling marine traffic in the ice-covered Baltic Sea using AIS data☆77Updated 5 years ago
- Risk distribution of collision of ships along China's coast☆36Updated 4 years ago
- ☆30Updated 5 years ago
- A multi-task model for vessel monitoring using AIS data streams☆77Updated 5 years ago
- Ship detection from remote sensing imagery is a crucial application for maritime security which includes among others traffic surveillanc…☆38Updated 4 years ago
- Unsupervised machine learning techniques for detecting anomalies in LASP spacecraft telemetry☆70Updated 2 years ago
- ☆36Updated 4 years ago
- Preprocessing data based on https://marinecadastre.gov/ais/☆35Updated 2 years ago
- Clustering aircraft trajectories with recursive DBSCAN☆23Updated 5 years ago
- PyTSA: Python Trajectory Splitting and Assessment Agent. Vessel monitoring and trajectory extraction framework for AIS records.☆13Updated 6 months ago
- This tool allows the identification and tracking of marine vessels by geolocation, MMSI, or via MarineTraffic URLs. It ensures user priva…☆28Updated last year
- ☆32Updated 4 years ago
- Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).☆158Updated last year
- A geometric-driven semi-supervised approach for fishing activity detection from AIS data.☆14Updated 3 years ago
- LSTM Keras Neural Network to predict ship location using Danish AIS data☆49Updated 6 years ago
- Weather Forecasting report over the Jaipur Dataset for Rain Prediction☆29Updated 5 years ago
- Anomaly detection in maritime navigation with evidential deep learning based on graph-based clustering☆21Updated 4 years ago
- Real-time aircraft localization prediction based on crowdsourced air traffic control communication data (ADS-B)☆35Updated 4 years ago
- ☆11Updated 7 months ago
- We propose Compressive Sensing and Deep Learning framework (CS-DL) for multiple satellite sensor based data fusion. It’s aims to improve …☆24Updated 4 years ago
- Flight data clustering and flight phase identification☆56Updated 5 years ago
- Code and data from the AICrowd aircraft localization competition.☆31Updated 2 years ago
- TROPICAL cyclones (TCs) are intense warm-corded cyclonic vortices, developed from low-pressure systems over the tropical oceans and drive…☆11Updated 5 years ago
- Space Object RADar SIMulator☆11Updated 5 years ago
- Predicting and forecasting the position/trajectory of a satellite orbiting Earth☆16Updated 6 months ago
- Movements of several ships recorded in the Outer Port of Punta Langosteira (A Coruña, Spain) from 2015 until 2020☆15Updated 7 months ago
- GPS Data Prediction Using Keras RNN LSTM Time Series GPS data and Movement of vehicle☆20Updated 5 years ago