Delhi Technological University, TimesPro announce the inaugural Advanced Certificate Program in Artificial Intelligence

Six-month, CTEL-led programme blends machine learning, deep learning and generative AI with hands-on projects and a three-day ...
IEEE

Indoor Positioning Deep Learning Network based on CNN-GAN for High-precision Bluetooth

Abstract: In recent years, Bluetooth Low Energy (BLE) positioning technology has garnered significant attention from researchers in the field of indoor localization. This study leverages IQ signal ...
IEEE

Adversial Learning Through GAN and Feature Extraction Through CNN for Deep Fake Detection

Abstract: Deepfake technology, using deep learning, creates highly realistic yet artificial media, creating challenges for security and privacy. Convolutional Neural Networks (CNNs) play a crucial ...
GitHub

PyTorch Day 13 – CNN 架構進階實作

train_loader = DataLoader(train_data, batch_size=64, shuffle=True) val_loader = DataLoader(val_data, batch_size=1000) test_loader = DataLoader(test_data, batch_size=1000) ...
IEEE

A Hybrid Machine Learning Approach Utilizing CNN Feature Extraction with Traditional Classifier to Identify Strawberry Leaf Diseases

Abstract: Strawberry production is globally significant because it contains high nutrients. Strawberry leaf disease shapes a significant barrier to strawberry cultivation worldwide. Numerous ...
IEEE

Acoustic Traffic Attribute Classification for ITS: A Comparative Study of Machine Learning and CNN Approaches

Abstract: Reliable information about traffic attributes, including vehicle type, speed range, and direction, is essential for traffic management and intelligent transportation systems (ITS). Although ...
IEEE

Enhancing Weather Prediction Accuracy with CNN-Based Machine Learning

Abstract: The accurate as well as efficient prediction of the weathers is considered a big scientific and technological challenge due to the highly dynamic and complex nature of the atmosphere under ...
IEEE

Normalized CNN-Based FER Model Combined with Machine and Deep Learning for Emotion Recognition to Improve Student Learning

Abstract: This research focuses on a deep learning framework for the identification of epilepsy from MRI imaging, using the benefits of CNNs and RNNs. Since epilepsy causes seizures from brain ...
IEEE

A Comprehensive Survey on Machine and Deep Learning for Optical Communications

Abstract: The increasing complexity of optical communication systems and networks necessitates advanced methodologies for extracting valuable insights from vast and heterogeneous datasets. Machine ...
Santa Clara University

HPC Machine Learning Tutorial

This tutorial is an adaptation of the NumPy Tutorial from Tensorflow.org. To run this tutorial, I assume you already have access to the WAVE HPC with a user account and the ability to open a terminal ...
IEEE

A Novel Ensemble-Based Deep Learning Framework Combining CNN and Transfer Learning Models for Enhanced Wildfire Detection

Abstract: Wildfires pose a significant threat to ecosystems, human life, and property, causing extensive damage and loss worldwide. Effective and timely detection of wildfires is crucial for ...
IEEE

Comparative Study of Face Recognition on Grayscale Images Using PCA, Eigenfaces, CNN, and Traditional Machine Learning Models

Abstract: Face recognition is one of the core fields in computer vision; CNNs brought significant improvement to recognition accuracy. Despite the massive progresses, a most of the models are still ...