Pinned Loading

1. A-YOLOv5s-based-Steel-Surface-Defects-Detector A-YOLOv5s-based-Steel-Surface-Defects-Detector Public

   A computer vision project implementing the YOLOv5s model for detecting and classifying steel surface defects using the NEU-DET dataset. Includes dataset preparation, training, evaluation, and GUI s…

   Python 1

2. CNN-Based-Indoor-Positioning CNN-Based-Indoor-Positioning Public

   A Machine Learning project that uses convolutional neural networks (CNNs) to predict indoor areas, floors, and buildings based on Wi-Fi RSS fingerprints from the UJIIndoorLoc dataset.

   MATLAB 1

3. Group-Matching-Method-for-Indoor-Localization Group-Matching-Method-for-Indoor-Localization Public

   A region-level filtering method for Wi-Fi indoor localization that identifies dominant Access Points to reduce the search space before applying machine learning algorithms for position estimation.

   Jupyter Notebook 1

4. LSM-for-ToA-Wireless-Positioning LSM-for-ToA-Wireless-Positioning Public

   A MATLAB project demonstrating the use of the LSM for solving trilateration equations in ToA based wireless positioning. Includes simulation, localization estimation, RMSE analysis, and visualizati…

   MATLAB 1

5. LSTM-MLP-Knowledge-Distillation-for-Indoor-Localization LSTM-MLP-Knowledge-Distillation-for-Indoor-Localization Public

   Implements knowledge distillation between an LSTM teacher and an MLP student for Wi-Fi indoor localization. The LSTM captures temporal features from signal sequences, while the MLP learns from the …

   Jupyter Notebook 1

6. TSFA-for-Indoor-Localization TSFA-for-Indoor-Localization Public

   A two-stage Wi-Fi fingerprinting method for indoor localization that uses transformed signal patterns and similarity filtering to refine candidate reference points before adaptive position estimation.

   Jupyter Notebook 1