Deep learning, often considered a 'black box' technology, has taken the world by storm. Scientists, manufacturers, and engineers are racing to unlock its potential. This book demystifies the fundamentals of image processing and neural networks, focusing on practical applications of deep learning models with a special emphasis on marine fish detection and classification. It challenges readers to extend deep learning technologies to address social and economic issues within their communities.
Dive into the world of deep learning. This book provides an accessible introduction to these transformative technologies, using the popular TensorFlow and PyTorch frameworks. Tailored for novice programmers, it simplifies complex concepts and guides you through hands-on projects. Discover the exciting possibilities of this rapidly evolving field and acquire the skills to unlock its full potential.