At MentorCruise, we are all about making the most out of the experience of others. As part of that, we've connected and asked dozens of experts and professionals about their favourite Vision books – and here are the answers.
Did you know? We have over 3,000 mentors available right now!
Understanding the concepts of Vision starts with understanding the fundamentals. On your way to mastery, it's crucial for you to understand how certain concepts were derived, and why things work like they do. Starting with these resources is the best way to do so.
Computer Vision Metrics provides an extensive survey and analysis of over 100 current and historical feature description and machine vision methods, with a detailed taxonomy for local, regional and global features. ...
Recommended by the experts and mentors at MentorCruise
This practical book shows you how to employ machine learning models to extract information from images. ML engineers and data scientists will learn how to solve a variety of image problems including classification, object detection, autoencoders, image generation, counting, and captioning with proven ML techniques. ...
Recommended by the experts and mentors at MentorCruise
The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. ...
Recommended by the experts and mentors at MentorCruise
Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts …
Recommended by the experts and mentors at MentorCruise
"This library is useful for practitioners, and is an excellent tool for those entering the field: it is a set of computer vision algorithms that work as advertised." -William T. Freeman, Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology Learning OpenCV puts you in the middle of the rapidly expanding field of computer vision. Written by the creators …
Recommended by the experts and mentors at MentorCruise
Get to grips with deep learning techniques for building image processing applications using PyTorch with the help of code notebooks and test questions ▶Book Description Deep learning is the driving force behind many recent advances in various computer vision (CV) applications. ...
Recommended by the experts and mentors at MentorCruise
These books are not required for you to learn Vision, but they are highly recommended for you to deepen your knowledge.
Computer vision is a rapidly evolving science, encompassing diverse applications and techniques. This book will not only help those who are getting started with computer vision but also experts in the domain. You'll be able to put theory into practice by building apps with OpenCV 4 and Python 3. ...
Recommended by the experts and mentors at MentorCruise
This list is curated by MentorCruise and can include Amazon affiliate links. Have any other suggestions? Add here.
There is no better source of accountability and motivation than having a personal mentor. What used to be impossible to find is now just two clicks away! All mentors are vetted & hands-on!
We've already delivered 1-on-1 mentorship to thousands of students, professionals, managers and executives. Even better, they've left an average rating of 4.9 out of 5 for our mentors.
"Naz is an amazing person and a wonderful mentor. She is supportive and knowledgeable with extensive practical experience. Having been a manager at Netflix, she also knows a ton about working with teams at scale. Highly recommended."
"Brandon has been supporting me with a software engineering job hunt and has provided amazing value with his industry knowledge, tips unique to my situation and support as I prepared for my interviews and applications."
"Sandrina helped me improve as an engineer. Looking back, I took a huge step, beyond my expectations."
"Andrii is the best mentor I have ever met. He explains things clearly and helps to solve almost any problem. He taught me so many things about the world of Java in so a short period of time!"
"Greg is literally helping me achieve my dreams. I had very little idea of what I was doing – Greg was the missing piece that offered me down to earth guidance in business."
"Anna really helped me a lot. Her mentoring was very structured, she could answer all my questions and inspired me a lot. I can already see that this has made me even more successful with my agency."
