High-precision indoor positioning framework, version 3.

code repository for the the paper "Encrypted Network Traffic Classification with Higher Order Graph Neural Network"

INSE 6220 project | Classification of WiFi User Localization: An Application of Principle Component Analysis and ML Algorithms

[ISPRS 2022] FeatLoc: Absolute Pose Regressor for Indoor 2D Sparse Features with Simplistic View Synthesizing

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

Combining Auto-Encoder with LSTM for WiFi-Based Fingerprint Positioning

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 …

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.

To determine the positioning accuracy by training the data using the state-of-the-art machine learning algorithms

Repository created to store documentation related to publication "Evaluation of Indoor Localization Methodologies: A Comparative Study of Trilateration, LSTM, and Forest Regression"

A prototype indoor localization system based on CNN.

Temporal variation resilient fingerprinting-based indoor localization using Siamese networks

Indoor Localization with Machine Learning Techniques

An indoor positioning system using WiFi data

EAAINet: An Element-wise Attention Network with Global Affinity Information for Accurate Indoor Visual Localization

Generalizing Doors in Technical Drawings using Graph Neutral Networks

Multilateration and Wifi Fingerprinting Indoor positioning in python

"Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training Data" (NeurIPS 21')

An image-based localization framework based on work of Song et al, featuring hardware-accelerated image searching​ and optimization with GTSAM.

Image Based Indoor Localization

Constructing fingerprint database by CSI phase images and completing incremental learning

Framework for zero-shot learning with knowledge graphs.

Code for the paper "How Attentive are Graph Attention Networks?" (ICLR'2022)

[3DV21] Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose Supervision, M. Türkoǧlu et al.

Position-aware Graph Neural Networks

An indoor positioning system, that can accurately track the medical staff exposure to the virus and alert the hospital exactly who was exposed.

Real-world datasets for indoor localization