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Ciencia y medioambiente

Neural networks for image processing

Introduction

This course covers the history, fundamentals, and advanced applications of neural networks in image processing, including convolutional neural networks, training techniques, object detection, ethical considerations, and future trends.

What you will learn

By completing this course, learners will gain a comprehensive understanding of neural networks for image processing and develop the skills to apply them in various real-world applications, while also considering ethical implications and optimization strategies.

Course program

History and Biological Inspiration for Neural Networks
Fundamentals of Neural Networks
Convolutional Neural Networks (CNN) for Image Processing
Training and Applications of Neural Networks in Image Processing
Advanced Applications of Neural Networks in Image Processing
Ethical Considerations and Future Trends in Neural Networks for Image Processing
Optimization and Evaluation in Neural Networks for Image Processing