You can master Computer Vision, Deep Learning, and OpenCV - PyImageSearch
Last updated on July 8, 2021. Today’s tutorial kicks off a new series of blog posts on object tracking, arguably one of the most requested topics here on PyImageSearch. Object tracking is the process of: Taking an initial set of…
Read More of Simple object tracking with OpenCV
Whether you’re interested in learning how to apply facial recognition to video streams, building a complete deep learning pipeline for image classification, or simply want to tinker with your Raspberry Pi and add image recognition to a hobby project, you’ll…
Read More of OpenCV Tutorial: A Guide to Learn OpenCV
Today’s tutorial is on saliency detection, the process of applying image processing and computer vision algorithms to automatically locate the most “salient” regions of an image. In essence, saliency is what “stands out” in a photo or scene, enabling your…
Read More of OpenCV Saliency Detection
You may have noticed that over the past couple of weeks we have been using a special Python package called face_recognition quite a bit on the PyImageSearch blog: We first used it to build a face recognition system We then…
Read More of An interview with Adam Geitgey, creator of the face_recognition Python library
Today’s blog post is inspired by a question from PyImageSearch reader, Leonard Bogdonoff. After I published my previous post on Face recognition with OpenCV and deep learning, Leonard wrote in and asked: Hey Adrian, can you go into identity clustering?…
Read More of Face clustering with Python
In today’s blog post, I interview arguably one of the most important researchers and practitioners in modern day deep learning, François Chollet. François is not only the creator of the Keras deep learning library, but he’s also a Google AI…
Read More of An interview with François Chollet
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
Last updated on July 4, 2021. In today’s blog post you are going to learn how to perform face recognition in both images and video streams using: OpenCV Python Deep learning As we’ll see, the deep learning-based facial embeddings we’ll…
Read More of Face recognition with OpenCV, Python, and deep learning
In the next couple of blog posts we are going to train a computer vision + deep learning model to perform facial recognition… …but before we can train our model to recognize faces in images and video streams we first…
Read More of How to build a custom face recognition dataset
