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 โ€“ 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.

Deep Learning for Vision Systems

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. ...

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

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. ...

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Multiple view geometry in computer vision

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. ...

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Computer vision

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 personal photos and videos.

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Computer Vision Metrics: Survey, Taxonomy, and Analysis

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. ...

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Learning TensorFlow

Learning TensorFlow

TensorFlow is a free and open-source software library for machine learning and artificial intelligence. It can be used across a range of tasks but has a particular focus on training and inference of deep neural networks. It was developed by the Google Brain team for Google's internal use in research and production.

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Having worked with B2B, B2C, and platform products over the last 15 years, including the last 6+ at Airbnb, I have a unique understanding of what is necessary to launch products that resonate with users, and of how to bring those products to market quickly. I teach and coach at โ€ฆ

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๐ŸŒฑ Are you looking to grow in your PM career? As an experienced coach and product leader, Iโ€™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 โ€ฆ

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**Why can I help you? ** I had been a software engineer at Microsoft for 6+ years, a research intern at NASA, and completed my PhD in Computer Science at Virginia Tech in 2023. I am currently a clinical assistant professor at Questrom School of Business at Boston University, where โ€ฆ

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I lead a team of researchers to train large-scale foundation models for multimodal data. My day-to-day work involves research, engineering, and partnering with different stakeholders. I have mentored dozens of engineers, researchers, and students and also have been a teaching assistant for machine learning and data science courses. With a โ€ฆ

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Hi! I'm Darren, and you're awesome. I lead technology strategy communications at Ford. Prior to Ford, I led workplace strategy and operations at GitLab, the world's largest all-remote company to go from startup to IPO. I hold a Guinness World Record in writing and communications. I was featured in Forbes' โ€ฆ

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Key Points: - I'm quite expert in Data Science, Machine Learning, Artificial Intelligence and Statistics. - I have strong technical background. I was, and i still am, an academic (on a part-time basis). - I have a lot of professional (real life) experience as a consultant. I work for a โ€ฆ

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