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Vision-Guided-Autonomous-Road-Following-Robot
Vision-Guided-Autonomous-Road-Following-Robot PublicThis repository contains the source code for a vision-based navigation system implemented in Python using the Robot Operating System (ROS). The project focuses on enabling a robot to autonomously f…
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Features-Extraction-and-Classification-of-Human-Activities-Using-Accelerometer-Data
Features-Extraction-and-Classification-of-Human-Activities-Using-Accelerometer-Data PublicThis Jupyter notebook focuses on feature extraction and classification using accelerometer data, specifically from the X-axis. The dataset includes readings from the X-axis for both training and te…
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musical_instruments_classification
musical_instruments_classification PublicThis project focuses on classifying musical instruments using audio data. The dataset is sourced from Philharmonia, and the classification task involves recognizing instruments such as cello, flute…
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Digits-Classification-using-SVM-with-Feature-Engineering
Digits-Classification-using-SVM-with-Feature-Engineering PublicThis project focuses on digit classification using Support Vector Machines (SVM) with various feature engineering techniques. The dataset used is the MNIST dataset, and the classification task invo…
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reinforcement_learning_cartpole
reinforcement_learning_cartpole PublicThis repository contains a Python implementation of a Deep Q-Learning (DQN) agent trained on the OpenAI Gym's CartPole-v0 environment. The agent uses a neural network to approximate the Q-function …
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