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 this tutorial, you will learn how to use OpenCV and GrabCut to perform foreground segmentation and extraction. Prior to deep learning and instance/semantic segmentation networks such as Mask R-CNN, U-Net, etc., GrabCut was the method to accurately segment the…
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In this post, I interview Brandon Gilles, a longtime PyImageSearch reader, and creator of the OpenCV AI Kit (OAK), which is revolutionizing how we are performing embedded computer vision and deep learning. To celebrate the 20th anniversary of the OpenCV…
Read More of An interview with Brandon Gilles, creator of the OpenCV AI Kit (OAK)
In this tutorial, you will learn how to build an R-CNN object detector using Keras, TensorFlow, and Deep Learning. Today’s tutorial is the final part in our 4-part series on deep learning and object detection: Part 1: Turning any CNN…
Read More of R-CNN object detection with Keras, TensorFlow, and Deep Learning
In this tutorial, you will learn how to utilize region proposals for object detection using OpenCV, Keras, and TensorFlow. Today’s tutorial is part 3 in our 4-part series on deep learning and object detection: Part 1: Turning any deep learning…
Read More of Region proposal object detection with OpenCV, Keras, and TensorFlow
Today, you will learn how to use OpenCV Selective Search for object detection. Today’s tutorial is Part 2 in our 4-part series on deep learning and object detection: Part 1: Turning any deep learning image classifier into an object detector…
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In this tutorial, you will learn how to take any pre-trained deep learning image classifier and turn it into an object detector using Keras, TensorFlow, and OpenCV. Today, we’re starting a four-part series on deep learning and object detection: Part…
Read More of Turning any CNN image classifier into an object detector with Keras, TensorFlow, and OpenCV
In this tutorial, you will learn how to use OpenCV and the Fast Fourier Transform (FFT) to perform blur detection in images and real-time video streams. Today’s tutorial is an extension of my previous blog post on Blur Detection with…
Read More of OpenCV Fast Fourier Transform (FFT) for blur detection in images and video streams
PyImageSearch has grown tremendously over the past five years. What was once a small blog on OpenCV is now the go-to place to learn Computer Vision (CV) and Deep Learning (DL). When I first started PyImageSearch, I was the sole…
Read More of NOW HIRING: Content Writer
PyImageSearch has grown tremendously over the past five years. What was once a small blog on OpenCV is now the go-to place to learn Computer Vision and Deep Learning. When I first started PyImageSearch, the only product I offered was…
Read More of NOW HIRING: Enrollment Advisor
