You can master Computer Vision, Deep Learning, and OpenCV - PyImageSearch
I publish a brand new Computer Vision, Deep Learning, and OpenCV tutorial every Monday at 10AM EST. Here you'll find my most recent tutorials and guides.
In today’s blog post, I interview Davis King, the creator and chief maintainer of dlib — a toolkit for real-world machine learning, computer vision, and data analysis in C++ (with Python bindings included, when appropriate). I’ve personally used dlib in…
Read More of An interview with Davis King, creator of the dlib toolkit
Over the past three years running PyImageSearch.com I have received and answered tens of thousands of questions from readers just like yourself who are interested in studying computer vision, OpenCV, and deep learning. Looking back on this time, I can…
Read More of A guide to asking questions on the PyImageSearch blog
Today’s blog post is part one of a two-part series inspired by an email I received over the weekend from Aarav, a PyImageSearch reader who is interested in studying computer vision: SUBJECT: How do I ask good computer vision questions?…
Read More of How to get better answers to your computer vision questions
Today’s tutorial is a Python implementation of my favorite blog post by Félix Abecassis on the process of text skew correction (i.e., “deskewing text”) using OpenCV and image processing functions. Given an image containing a rotated block of text at…
Read More of Text skew correction with OpenCV and Python
Today’s tutorial is inspired by a post I saw a few weeks back on /r/computervision asking how to recognize digits in an image containing a thermostat identical to the one at the top of this post. As Reddit users were…
Read More of Recognizing digits with OpenCV and Python
Have you ever worked with a video file via OpenCV’s cv2.VideoCapture function and found that reading frames just felt slow and sluggish? I’ve been there — and I know exactly how it feels. Your entire video processing pipeline crawls along,…
Read More of Faster video file FPS with cv2.VideoCapture and OpenCV
Ever wonder what it’s like to work as a computer vision researcher or developer? You’re not alone. Over the past few years running PyImageSearch I have received emails and inquiries that are “outside” traditional computer vision and OpenCV questions. They…
Read More of A day in the life of a Adrian Rosebrock: computer vision researcher, developer, and entrepreneur.
Easily one of my all-time favorite papers in computer vision literature is Seam Carving for Content-Aware Image Resizing by Avidan and Shamir from Mitsubishi Electric Research Labs (MERL). Originally published in the SIGGRAPH 2007 proceedings, I read this paper for…
Read More of Seam carving with OpenCV, Python, and scikit-image
The Deep Learning for Computer Vision with Python Kickstarter is officially LIVE! To back the Kickstarter campaign, just use the link below: https://www.kickstarter.com/projects/adrianrosebrock/1866482244 Remember, there are only a handful of early bird spots at the reduced prices — you’ll definitely…
Read More of It’s time. The Deep Learning for Computer Vision with Python Kickstarter is LIVE.
