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1. RLRIS RLRIS Public

   This project implements a Deep Q-Network (DQN) for optimizing Reconfigurable Intelligent Surface (RIS) configurations in 6G wireless communication systems. The system uses reinforcement learning to…

   Python 2

2. 3D-LiDAR-Based-Birds-Eye-View-Object-Detection-via-BEVFusion 3D-LiDAR-Based-Birds-Eye-View-Object-Detection-via-BEVFusion Public

   3D LiDAR Point Cloud based Bird's-Eye View (BEV) Object Detection framework using BEVFusion. Features inference, visualization, fine-tuning, and evaluation on nuScenes

   Python

3. 3D-object-detection 3D-object-detection Public

   3D object detection on kitti and nuscenes multimodal LiDAR point cloud and multicamera data

   Python 1

4. ISIC-2018-Skin-Lesion-Classification ISIC-2018-Skin-Lesion-Classification Public

   Skin Lesion Image Classification for Applications in Melanoma Detection. Built neural network models to learn from labelled dermoscopic image data from ISIC2018 dataset, to accurately classify skin…

   Jupyter Notebook

5. Segmentation-and-Pose-Estimation-Yolov7-and-SAM Segmentation-and-Pose-Estimation-Yolov7-and-SAM Public

   Segmentation and Pose estimation on underwater swimmers. (Dataset provided by course instructor))

   Jupyter Notebook

6. UCI-HAR-Activity-classification-multi-model-project UCI-HAR-Activity-classification-multi-model-project Public

   Modelling human activity using smartphone accelerometer and gyroscope data using Logistic Regression, LDA, QDA, KNN, SVM, Decision Tree, Random Forest.

   Python