sansastra / Anomaly-Detection
Detecting automatic identification system (AIS) on-off switching anomalies, unusual turn detection, and deviation of trajectories of vessels.
☆24Updated 3 years ago
Related projects: ⓘ
- A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection☆112Updated 8 months ago
- Vessel traffic data, or Automatic Identification System (AIS) data, are collected by the U.S. Coast Guard through an onboard navigation s…☆22Updated 4 years ago
- A python framework to predict trajectories of vessels with machine learning algorithms, such as lstm, seq2seq, etc.☆45Updated 3 years ago
- Modelling marine traffic in the ice-covered Baltic Sea using AIS data☆73Updated 4 years ago
- Preprocessing data based on https://marinecadastre.gov/ais/☆29Updated last year
- ☆27Updated 4 years ago
- A multi-task model for vessel monitoring using AIS data streams☆74Updated 4 years ago
- Risk distribution of collision of ships along China's coast☆34Updated 3 years ago
- ☆27Updated 3 years ago
- LSTM Keras Neural Network to predict ship location using Danish AIS data☆40Updated 6 years ago
- Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).☆96Updated last year
- This is an repository for the paper named 'a novel ship movement classification from AIS data based on convolutional neural network'.☆32Updated 4 years ago
- Anomaly detection in maritime navigation with evidential deep learning based on graph-based clustering☆17Updated 3 years ago
- ☆11Updated last year
- Ship detection from remote sensing imagery is a crucial application for maritime security which includes among others traffic surveillanc…☆35Updated 3 years ago
- This tool allows the identification and tracking of marine vessels by geolocation, MMSI, or via MarineTraffic URLs. It ensures user priva…☆27Updated 9 months ago
- Weather Forecasting report over the Jaipur Dataset for Rain Prediction☆25Updated 4 years ago
- ☆22Updated 3 years ago
- A small and easy python-only decoder-only for AIS messages : AIVDM/AIVDO☆21Updated 5 years ago
- Process automatic identification system (AIS) shipping data for various development purposes☆13Updated 2 years ago
- This projects adopts machine learning models to quantify the daily/hourly bunker fuel consumption of a ship in different sailing speed, d…☆24Updated 2 years ago
- Predicting and forecasting the position/trajectory of a satellite orbiting Earth☆14Updated 2 years ago
- Unsupervised machine learning techniques for detecting anomalies in LASP spacecraft telemetry☆61Updated last year
- A geometric-driven semi-supervised approach for fishing activity detection from AIS data.☆12Updated 2 years ago
- The proposed methodology assess how compression algorithms influence the clustering analysis with respect to anomaly detection of vessel …☆10Updated last year
- Codebase for vessel trajectory prediction using historical AIS data☆14Updated 2 years ago
- This is a Semester Project which aim is to implement a Deep Learning model in order to detect Flood Events from Satellite Images☆24Updated last year
- Maritime vessel detection from remote sensing SAR data, based on the architectures of the Faster-RCNN and YOLOv5 networks.☆107Updated 2 years ago
- Predict Flight Trajectory based on Flight Plans and Weather Data☆13Updated 2 years ago
- Philliec459 / Marine-ObjectDetection-and-InstanceSegmentation-using-Detectron2-developing-our-own-Training-WeightsNautical Object Detection using Detectron2 for Instance Segmentation Trained on Nautical Objects (buoys, ships and land).☆18Updated 2 years ago