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.
Connecticut is cold. Very cold. Sometimes it’s hard to even get out of bed in the morning. And honestly, without the aide of copious amounts of pumpkin spice lattes and the beautiful sunrise over the crisp autumn leaves, I don’t…
Read More of Non-Maximum Suppression for Object Detection in Python
If you’ve been paying attention to my Twitter account lately, you’ve probably noticed one or two teasers of what I’ve been working on — a Python framework/package to rapidly construct object detectors using Histogram of Oriented Gradients and Linear Support…
Read More of Histogram of Oriented Gradients and Object Detection
So we know that matplotlib is awesome for generating graphs and figures. But what if we wanted to display a simple RGB image? Can we do that with matplotlib? Of course! This blog post will show you how to display…
Read More of How to Display a Matplotlib RGB Image
So what type of shape descriptors does OpenCV provide? The most notable are Hu Moments which are can be used to describe, characterize, and quantify the shape of an object in an image. Hu Moments are normally extracted from the…
Read More of OpenCV Shape Descriptor: Hu Moments Example
Before we dive into this post, let’s take a second and talk about Oscar, a dedicated PyImageSearch reader. He is just getting started in computer vision — and he’s taken the best possible route to mastering the subject: creating your…
Read More of Finding Shapes in Images using Python and OpenCV
Last week I wrote a post detailing my experience with CUDAMat, Deep Belief Networks, and Python using my MacBook Pro. The post is fairly long and full of screenshots to document my experience. But the gist of it is this:…
Read More of Deep Learning on Amazon EC2 GPU with Python and nolearn
Grab the tissues. This is a tail of my MacBook Pro, a GPU, and the CUDAMat library — and it doesn’t have a happy ending. Two weeks ago I posted a Geting Started with Deep Learning and Python guide. The…
Read More of My Experience with CUDAMat, Deep Belief Networks, and Python
Originally I had intended on doing a followup post on my Getting Started with Deep Learning Guide, but due to some unfortunate personal events, I wasn’t able to complete the blog post. But don’t worry…I still have a really great…
Read More of Finding the Brightest Spot in an Image using Python and OpenCV
Update – January 27, 2015: Based on the feedback from commenters, I have updated the source code in the download to include the original MNIST dataset! No external downloads required! Update – March 2015, 2015: The nolearn package has now…
Read More of Getting Started with Deep Learning and Python
