Top Vision books recommended by experts

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.

Table of Contents

Fundamentals of Vision

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.

Practical Machine Learning for Computer Vision

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

Machine Learning Design Patterns

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

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

Learning OpenCV 4 Computer Vision with Python 3: Get to Grips with Tools, Techniques, and Algorithms for Computer Vision and Machine Learning

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

Computer vision

Computer Vision: Algorithms and Applications explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own person…

Recommended by the experts and mentors at MentorCruise

Deep Learning for Vision Systems

How does the computer learn to understand what it sees? Deep Learning for Vision Systems answers that by applying deep learning to computer vision. Using only high school algebra, this book illuminates the concepts behind visual intuition. ...

Recommended by the experts and mentors at MentorCruise

Additional Vision Reading

These books are not required for you to learn Vision, but they are highly recommended for you to deepen your knowledge.

Multiple view geometry in computer vision

A basic problem in computer vision is to understand the structure of a real world scene given several images of it. Techniques for solving this problem are taken from projective geometry and photogrammetry. ...

Recommended by the experts and mentors at MentorCruise

Digital image processing

Digital image processing is the use of a digital computer to process digital images through an algorithm. As a subcategory or field of digital signal processing, digital image processing has many advantages over analog image processing.

Recommended by the experts and mentors at MentorCruise

Computer Vision Metrics: Survey, Taxonomy, and Analysis

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 list is curated by MentorCruise and can include Amazon affiliate links. Have any other suggestions? Add here.

Augment your Vision books

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!

Only 1 Spot Left

Need help with data science and machine learning skills? I can guide you to the next level. Together, we'll create a personalized plan based on your unique goals and needs. Whether you want to build a strong portfolio of projects, improve your programming skills, or advance your career to the …

$390 / month
  Chat
2 x Calls
Tasks


Hello! For over 14 years, I've been immersed in the Cyber Security field, honing my skills in Detection Engineering and Incident Response. I'm passionate about helping others crack the code to their dream career. My journey in this ever-evolving field has equipped me with the expertise to guide you through …

$340 / month
  Chat
3 x Calls
Tasks

Only 1 Spot Left

🌱 Are you looking to grow in your PM career? As an experienced coach and product leader, I’ve worked with many Product Managers over the last 10 years, from PMs to CPOs to founders. I am passionate about accelerating growth, whether you're building a high-performing team, creating measurable value for …

$100 / month
  Chat
1 x Call
Tasks


Hi! My name is Robin. I have PhD and MS degrees in Computer Science and Electrical Engineering from UC Davis, where I was employed as the full instructor for the undergraduate Machine Learning Course. Afterwards, I completed a Machine Learning PostDoc at LLNL working on NIF during the recent world …

$90 / month
  Chat
2 x Calls

Only 1 Spot Left

Started my career in aerospace as a systems engineer before converting to product management at Google. Over my time at NASA, Google, Uber, and others I've built a successful toolkit of approaches to diverse and complicated product problems. I specialize in mentoring career transitions into product management and converting teams …

$180 / month
  Chat
2 x Calls
Tasks

Only 1 Spot Left

15+ yrs exp, 10+ as CEO/Exec, leading teams, raising capital, building tech, scaling, investing and advising companies. Hey there! I'm Aly, a Canadian-based entrepreneur, investor and advisor who has spent over a decade building, investing and advising companies. I've had the opportunity to build both bootstrapped and venture-backed companies, learning …

$220 / month
  Chat
2 x Calls
Tasks

Browse all Vision mentors

Still not convinced?
Don’t just take our word for it

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.

Find a Vision mentor
  • "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."