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.
I’ve got big news to share today! I’m super excited to announce that my Raspberry Pi for Computer Vision Kickstarter campaign is set to launch in exactly one week on Wednesday, April 10th at 10AM EDT. Computer Vision, Deep Learning,…
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Inside this tutorial, you will learn how to perform pan and tilt object tracking using a Raspberry Pi, Python, and computer vision. One of my favorite features of the Raspberry Pi is the huge amount of additional hardware you can…
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In this tutorial, you will learn how to build a Raspberry Pi security camera using OpenCV and computer vision. The Pi security camera will be IoT capable, making it possible for our Raspberry Pi to to send TXT/MMS message notifications,…
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Today is a big day — I’m formally announcing that I’m writing a brand new book on Computer Vision with the Raspberry Pi. I’ve been wanting to write this book for years, arguably ever since I started playing around with…
Read More of I’m writing a book on Computer Vision and the Raspberry Pi (and I need your input).
In this tutorial, you will learn how to perform liveness detection with OpenCV. You will create a liveness detector capable of spotting fake faces and performing anti-face spoofing in face recognition systems. Over the past year, I have authored a…
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In this tutorial, you will learn how to apply Holistically-Nested Edge Detection (HED) with OpenCV and Deep Learning. We’ll apply Holistically-Nested Edge Detection to both images and video streams, followed by comparing the results to OpenCV’s standard Canny edge detector.…
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In this tutorial, you will learn how to colorize black and white images using OpenCV, Deep Learning, and Python. Image colorization is the process of taking an input grayscale (black and white) image and then producing an output colorized image…
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In this tutorial, you will learn how to train a Keras deep learning model to predict breast cancer in breast histology images. Back 2012-2013 I was working for the National Institutes of Health (NIH) and the National Cancer Institute (NCI)…
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In this tutorial, you will learn how to train a simple Convolutional Neural Network (CNN) with Keras on the Fashion MNIST dataset, enabling you to classify fashion images and categories. The Fashion MNIST dataset is meant to be a (slightly…
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