Artificial Intelligence is one field that is growing and increasing its boundaries with astonishing amounts of speed. With the globe always skewed towards more connectivity and the aggregation of petabytes of data, Computer Vision sets itself on a position that attracts a lot of opportunities. Be it in Agriculture, Industries, Education, or in other applicable areas, Computer vision cutting through every fabric that will usher in a new age of technological growth.
Borrowing the definition from IBM, Computer vision is a field of artificial intelligence (AI) that enables computers and systems to derive meaningful information from digital images, videos and other visual inputs — and take actions or make recommendations based on that information. If AI enables computers to think, computer vision enables them to see, observe and understand.
1. Deep Learning for Vision Systems
The author of this book, Mohamed Elgendy, is the head of engineering at Synapse Technology, a leading AI company that builds proprietary computer vision applications to detect threats at security checkpoints worldwide. He was previously an engineering manager at Amazon, where he developed and taught the deep learning for computer vision course at Amazon’s Machine Learning University. You can imagine his level of skills and experience that are shared in this resource he has personally penned.
Covering 480 pages, Deep Learning for Vision Systems answers how a computer learns to understand what it sees. Using only high school algebra, this book illuminates the concepts behind visual intuition. You will understand how to use deep learning architectures to build vision system applications for image generation and facial recognition.
What you will find inside
- Image classification and object detection
- Advanced deep learning architectures
- Transfer learning and generative adversarial networks
- DeepDream and neural style transfer
- Visual embeddings and image search
The author says that if you are an intermediate Python programmer or anyone with wild curiosity, this book will do you good. Shared below is one outstanding review:
“From text and object detection to DeepDream and facial recognition … this book is comprehensive, approachable, and relevant for modern applications of deep learning to computer vision systems!”
–Bojan Djurkovic, DigitalOcean
For ways through which you can find this resource, a link is provided below. Click it and you will land in Amazon where you can find more information including how to get it shipped to you.
Deep Learning for Vision Systems
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