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.
Today’s blog post is inspired by a number of PyImageSearch readers who have commented on previous deep learning tutorials wanting to understand what exactly OpenCV’s blobFromImage function is doing under the hood. You see, to obtain (correct) predictions from deep…
Read More of Deep learning: How OpenCV’s blobFromImage works
Keras is undoubtedly my favorite deep learning + Python framework, especially for image classification. I use Keras in production applications, in my personal deep learning projects, and here on the PyImageSearch blog. I’ve even based over two-thirds of my new…
Read More of How-To: Multi-GPU training with Keras, Python, and deep learning
Today’s blog post is the long-awaited tutorial on real-time drowsiness detection on the Raspberry Pi! From there, if you want to check that everything is installed properly in your virtual environment you may run the Python interpreter directly: Note: I’ve…
Read More of Raspberry Pi: Facial landmarks + drowsiness detection with OpenCV and dlib
A few weeks ago I demonstrated how to perform real-time object detection using deep learning and OpenCV on a standard laptop/desktop. After the post was published I received a number of emails from PyImageSearch readers who were curious if the…
Read More of Raspberry Pi: Deep learning object detection with OpenCV
This tutorial is meant for advanced Raspberry Pi users who are looking to milk every last bit of performance out of their Pi for computer vision and image processing using OpenCV. I’ll be assuming: You have worked through my previous…
Read More of Optimizing OpenCV on the Raspberry Pi
I’ve received a number of emails from PyImageSearch readers who are interested in performing deep learning in their Raspberry Pi. Most of the questions go something like this: Hey Adrian, thanks for all the tutorials on deep learning. You’ve really…
Read More of Deep learning on the Raspberry Pi with OpenCV
In today’s tutorial, I’ll demonstrate how you can configure your macOS system for deep learning using Python, TensorFlow, and Keras. This tutorial is the final part of a series on configuring your development environment for deep learning. I created these…
Read More of macOS for deep learning with Python, TensorFlow, and Keras
Welcome back! This is the fourth post in the deep learning development environment configuration series which accompany my new book, Deep Learning for Computer Vision with Python. Today, we will configure Ubuntu + NVIDIA GPU + CUDA with everything you…
Read More of Setting up Ubuntu 16.04 + CUDA + GPU for deep learning with Python
When it comes to learning new technology such as deep learning, configuring your development environment tends to be half the battle. Different operating systems, hardware, dependencies, and the actual libraries themselves can lead to many headaches before you’re even able…
Read More of Configuring Ubuntu for deep learning with Python
