You can master Computer Vision, Deep Learning, and OpenCV - PyImageSearch
Raspberry PiLearn how to use the Raspberry Pi and OpenCV to solve real-world Computer Vision and Deep Learning problems using these tutorials.
In last week’s blog post you learned how to perform Face recognition with Python, OpenCV, and deep learning. But as I hinted at in the post, in order to perform face recognition on the Raspberry Pi you first need to…
Read More of Raspberry Pi Face Recognition
Today’s blog post on reading barcodes and QR codes with OpenCV is inspired by a question I received from PyImageSearch reader, Hewitt: Hey Adrian, I really love the PyImageSearch blog. I look forward to your emails each week. Keep doing…
Read More of An OpenCV barcode and QR code scanner with ZBar
Today’s blog post is a “bonus tutorial” in our most recent series on building a complete, end-to-end deep learning application: Part 1: How to (quickly) build a deep learning image dataset Part 2: Keras and Convolutional Neural Networks Part 3:…
Read More of A fun, hands-on deep learning project for beginners, students, and hobbyists
Today’s post is inspired by Danielle, a PyImageSearch reader who emailed me last week and asked: Hi Adrian, I’m enjoying your blog and I especially liked last week’s post about image classification with the Intel Movidius NCS. I’m still considering…
Read More of Real-time object detection on the Raspberry Pi with the Movidius NCS
Let me ask you three questions: What if you could could run state-of-the-art neural networks on a USB stick? What if you could see over 10x performance on this USB stick compared to your CPU? And what if this entire…
Read More of Getting started with the Intel Movidius Neural Compute Stick
Today’s blog post is the most fun I’ve EVER had writing a PyImageSearch tutorial. It has everything we have been discussing the past few weeks, including: Deep learning Raspberry Pis 3D Christmas trees References to HBO’s Silicon Valley “Not Hotdog”…
Read More of Keras and deep learning on the Raspberry Pi
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
Rants
Medical Computer Vision