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Tag: Neural Networks
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A Deep Learning Overview
Deep learning is a subset of machine learning that involves training artificial neural networks with multiple layers to recognize and classify patterns in data. The term “deep” refers to the fact that these neural networks have many layers, which allows them to learn complex representations of data. In recent years, deep learning has made significant… Continue reading A Deep Learning Overview
What is Artificial Intelligence?
Artificial Intelligence (AI) Overview Artificial Intelligence (AI) is a multidisciplinary field of computer science focused on creating systems capable of performing tasks that typically require human intelligence. These tasks include learning, reasoning, problem-solving, perception, language understanding, and decision-making. AI has evolved from theoretical ideas into real-world applications, transforming industries and daily life. Definition AI is… Continue reading What is Artificial Intelligence?
Common Models in Autonomous Vehicles, Unmanned Vehicles, and Drones
Common Neural Network Models in Autonomous Vehicles, Unmanned Vehicles, and Drones Below is a list of neural network architectures commonly applied in autonomous systems, along with their applications and relevant vehicle types: Convolutional Neural Networks (CNNs):Used extensively for image and video analysis, CNNs are fundamental for visual perception tasks in autonomous vehicles and drones. Recurrent… Continue reading Common Models in Autonomous Vehicles, Unmanned Vehicles, and Drones