BYDGDS432's starred repositories
Encrypted-Network-Traffic-Classification-with-Higher-Order-Graph-Neural-Network
code repository for the the paper "Encrypted Network Traffic Classification with Higher Order Graph Neural Network"
Indoor-Wifi-localization
INSE 6220 project | Classification of WiFi User Localization: An Application of Principle Component Analysis and ML Algorithms
Image-Captioning
A CNN-LSTM model to generate a sentence which describes the contents/scene of an image and establishes a Spatial Relationship (position, activity etc.) among the entities
AE-MT-LSTM
Combining Auto-Encoder with LSTM for WiFi-Based Fingerprint Positioning
indoor-positioning-system
Machine learning based mobile application developed in android studio which uses data collected from the inertial sensors in the smartphone to locate the user. the application can be used in large indoor spaces to navigate to a specified destination using the shortest path.
HeteroGDL-Indoor-Localization
The repo for the following paper: A Geometric Deep Learning Framework for Accurate Indoor Localization, 2022 International Conference on Indoor Positioning and Indoor Navigation (IPIN). IEEE, 2022.
Indoor-based-localization-using-BLE-Beacons-and-Neural-Network-for-indoor-environment
To determine the positioning accuracy by training the data using the state-of-the-art machine learning algorithms
MDPI-Evaluation-of-Indoor-Localization-Methodologies
Repository created to store documentation related to publication "Evaluation of Indoor Localization Methodologies: A Comparative Study of Trilateration, LSTM, and Forest Regression"
CNN-Indoor-Localization
A prototype indoor localization system based on CNN.
indoor-localization-with-ml
Indoor Localization with Machine Learning Techniques
WiFi-Indoor-Positioning-System
An indoor positioning system using WiFi data
MapGeneralization
Generalizing Doors in Technical Drawings using Graph Neutral Networks
Wifi-Indoor-Location
Multilateration and Wifi Fingerprinting Indoor positioning in python
Shift-Robust-GNNs
"Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training Data" (NeurIPS 21')
image-based-indoor-localization
An image-based localization framework based on work of Song et al, featuring hardware-accelerated image searching and optimization with GTSAM.
ImageLocalisation
Image Based Indoor Localization
Incremental-Learning-for-indoor-localization
Constructing fingerprint database by CSI phase images and completing incremental learning
how_attentive_are_gats
Code for the paper "How Attentive are Graph Attention Networks?" (ICLR'2022)
relpose-gnn
[3DV21] Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose Supervision, M. Türkoǧlu et al.
HospiTrack
An indoor positioning system, that can accurately track the medical staff exposure to the virus and alert the hospital exactly who was exposed.
CSI-dataset
Real-world datasets for indoor localization