| Hi, If you've seen our emails this week, you'll know this is your last chance to save $81 USD before the price of PyImageSearch University increases. But, saving money isn't the main benefit of being a PyImageSearch student. You see, if you value learning and career opportunities, joining PyImageSearch University comes with a host of benefits like: 👩💻 Live support to answer any questions you may have about which content is best for you. 👀 Exclusive content such as tutorials, workshops, and live sessions. 👥 Access to a professional community. Here's what a few of our students have said (one student was just hired at Microsoft after completing University, will you be next?): Deep Learning for Computer Vision with Python is a great, in-depth dive into practical deep learning for computer vision. I found it to be an approachable and enjoyable read: explanations are clear and highly detailed. You'll find many practical tips and recommendations that are rarely included in other books or in university courses. I highly recommend it, both to practitioners and beginners. 
Francois Chollet, Creator of Keras and AI Researcher at Google
Yeah. That Francois Chollet! Raspberry Pi for Computer Vision covers everything that is possible with computer vision on something like a Raspberry Pi. It is ubiquitous, expandable, and "just enough" power. Adrian and his team do the best job I know making it accessible to all.
Karl Fezer, AI Ecosystem Evangelist at Arm Next to Andrew Ng, PyImageSearch is the definitive resource for Computer Vision and Deep Learning. I have subscribed to all of his courses and fully endorse their teachings. You will not be disappointed. 
Andrew Baker, Senior Advanced Systems Engineer at Honeywell
Your crash course was PERFECT. The amount of knowledge (on point and hands on) I could attain in these 17 days was way more than what I could gather in the last 3-4 months from my academics. I am really thankful to this course. Its simple yet effectively designed. I have already started suggesting this to my colleagues in my research lab. 
Pratik Kulkarni, Computer Vision Intern at WelchLabs
I lead a large team here at GE [General Electric], and I gotta say, your books are awesome. I've been able to considerably strengthen my knowledge about deep learning and machine vision, which in turn has enabled me to steer the team in entirely new directions. We're working on some really cool things thanks to what your literature has taught me. So keep it up…I will always be a student of yours! 
Magnus Akesson, CIO and VP at General Electric
I'm a Teacher Assistant in a computer vision-based remote sensing course, and I've found Adrian's book [Deep Learning for Computer Vision with Python] to be the best starting point for new bachelors and master students. It's simple enough to not scare them away from the field, while being advanced enough to give them a through grounding of the basics! 
Shaunak De, TA at Indian Institute of Technology, Bombay
I have a Masters in data science, and I have taken many computer vision courses, but none as clear, practical, with fundamental theory, and well explained like Raspberry Pi for Computer Vision with Python. This book was essential in my professional development. 
Edgar Isusquiza, Data Scientist
Your blog and specifically your Practical Python and OpenCV has opened the door for me to make phenomenal progress with my robotics aspirations. I spent two literal years stuck on the first step of finding a software system that I could actually setup and begin developing computer vision algorithms. The week I got a hold of your resources I setup Python with OpenCV. I expected to spend almost a year on my robotics project but with your documentation my ball-following robot was done in two weeks! 
Emmanuel Jefferson, Student at Embry-Riddle Aeronautical University I purchased the basic code plan and then updated it, yes PyImageSearch blogs helped me change my lifestyle and got me my dream car too. It is the best purchase I made and I am so glad I started a long time ago.
Arsalan Wasim, Artificial Intelligence Engineer at Upwork Practical Python and OpenCV is a non-intimidating introduction to basic image processing tasks in Python. While reading the book, it feels as if Adrian is right next to you, helping you understand the many code examples without getting lost in mathematical details. 
Dr. Tomasz Malisiewicz, Sr. Research Scientist at Amazon Robotics AI You have great skill in pedagogy as well as computer vision. Your writing/teaching are very clear and I like the layout of the lessons in the PyImageSearch Gurus course. Love everything so far and I'm so glad to be a part of it. I signed up for the instant access membership and already think it's well worth your asking price. 
Jeff Bass, Computer Vision Software Developer Thank you for this pre-configured Jetson Nano .img included in Raspberry Pi for Computer Vision. I spent several hours preparing my environment to set my project up and running on Jetson Nano, so I can confirm that this .img can save several hours and even days of work and research. 
Alibek Jakupov, Microsoft MVP Artificial Intelligence I'm studying your Deep Learning for Computer Vision with Python books very carefully for the last couple of months together with the PyImageSearch Gurus course. For me they are the most valuable and practical materials about DL in CV. I've learnt a lot from your work and I'm happy that I found your webpage. I went through a lot of online courses (Udacity, Coursera, Udemy to name a few) but only your resources I found the most practical one and been ready to use in production. 
Jaroslaw Gilewski, Senior Principal Software Developer focused on CV/DL solutions Absolutely Fantastic! With the help of Pyimagesearch, I finished my master degree in bioengineering and the thesis is about automatic brain tumor segmentation in MR images. Really appreciate the courses you have provided! 
Drew Yang, Graduate Student at NCU I was lost for a couple of months until I ran into Practical Python and OpenCV. From that moment, I was able to face my university final project with utter confidence. Adrian's writing style is clear, straightforward, and very easy to understand, but also very close and entertaining. I'm happy I found it. 
Eduardo Valenzuela, Student at University of Granada, Spain Practical Python and OpenCV is the perfect first step if you are interested in computer vision but don't know where to start. 
Jason Brownlee, Author/owner of MachineLearningMastery.com Deep Learning for Computer Vision with Python is a beautifully written book. Covers all the essentials in simple and easy-to-understand language - starting from the basic concepts to the discussions over state-of-the-art techniques. 
Dr. Soharab Hossain, Professor at BML Munjal University Thank you for all the work you put through your blog, tutorials and books. I started my Data Scientist journey 2 years ago while working in the IoT field as a technician. Today, I work full time as a data scientist/developer and in January I will start working for one of the biggest French tech companies. But none of this would have been possible without all your tutorials on your blog and your books. As I had no big background in mathematics, the only way for me to grasp the gradient descent, etc. algorithms was through your Deep Learning for Computer Vision book because you do realize that some people like me cannot understand an algorithm simply by looking at a formula but instead learn more easily by looking and handwriting Python code. All those Deep Learning concepts seemed very complex at first but you know how to simplify them so that average people can learn too. I can see more clearly now in the AI world because you make the smoke goes away with your pedagogy. I am even better at writing code now thanks to you because all your codes you provide are well structured and optimized. This is strange because I have never met you in real life and probably never will but I can say that you have become one of the most influential people in my life. I wish you the best in everything you do Adrian and just like thousands before me I just want to say thank you. 
Yannick Lecroart, Data Scientist Before I started studying your books, I read a lot of books from Packt, some were good, others were not, but yours are far better. 
Carlo Lisi, Senior Manager, Analytics and Insight I primarily purchased Raspberry Pi for Computer Vision for the pre-configured disk image because I spent more than a month attempting to compile and install the software myself. I have made significant progress on my project that would have not been impossible to achieve without your products. The book gave me the details I needed to rapidly jump in and being implementing the software as a solution. 
Josh Karrasch, Salesforce Consultant Setting up an environment for the Jetson Nano is horrible to do. After a few attempts, I gave up and left it for another day to get going again setting up an environment for my Jetson Nano. Until now my Jetson does what it does best: collecting dust in a drawer. But now I have an excuse to clean it and get on it again. Besides the fact that your material is awesome and comprehensive, this bonus is the cherry on the pie, making the price even more attractive. Just being fair to yourself and calculate the hours wasted on getting nowhere makes you realize you have spent more than the cost of the Raspberry Pi for Computer Vision bundle on that. 
Peter Lans, Senior Software Development Consultant I just want to let you know that not only for me but for many developers, project managers, and architects PyImageSearch has been a go-to place for references. 
Pawan Kumar, Senior Director, AI Labs at ResoluteAI.in Today, I earned my PyImageSearch Gurus graduate badge. It was a well taught, hands-on course on Computer Vision and Machine Learning led by Adrian Rosebrock. I really enjoyed the time I spent on this course and recommend it to anyone interested in getting their hands dirty in the field. 
Arashk Khezrinejad, Software Development Engineer Just wanted to thank you [Adrian] for the great work you are doing with PyImageSearch blog. The site has often been our main go-to place for solving Computer Vision problems for image and video analysis. I particularly appreciate the code samples you provide which are easy to understand. This site has helped us apply Computer Vision and Deep Learning techniques to analyze videos from industrial domain (like railways) and extract valuable outcomes. Keep up the great job sharing your knowledge! 
Dattaraj Rao, Chief Architect at GE In 2015, I got a high-pay new job of Data Scientist after I studied a few important chapters at PyImageSearch. The job was to provide solutions for both structured and unstructured data. Actually most new business came for emerging technology, that is AI and unstructured data, especially facial recognition, object recognition and classification, manufacturing automations, AI robots etc. What the most important thing is I can modify the code easily for different projects and show demo to different clients with confidence. 
Peter Ip, Data Scientist For anyone else reading here and wondering if you can learn computer vision or not I say go for it. The PyImageSearch material is somewhat expensive at first glance, but it if you stick with it you will discover that it is actually a huge bargain, as there is nothing else close to it in terms of clarity and overall quality. Adrian and his team are masterful at explaining things step by step, in essence spoon-feeding you what you need to learn. The code provided just works, and if you need help on details or stumbling blocks the support is quick and helpful. That's been my experience so far anyway — I'm sold and I recommend it highly. 
James Adams, Software/Data/ML Engineer
PyImageSearch University covers various major concepts in computer vision, deep learning, and related technologies.  Buy University Now
Your PyImageSearch Team
P.S. READ THIS: 👉 The only time it makes sense for a Computer Vision practitioner to NOT buy University is if you want to go deep in just 1 area such as Deep Learning for Computer Vision, OCR, Raspberry Pi, OpenCV, Arduino, Autonomous Drones, or mobile applications. P.P.S. Not interested in this offer? Opt-out here. | 
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