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.
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). We have authored 350+ free tutorials on CV/DL, with…
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In this tutorial, you will learn how to implement a COVID-19 social distancing detector using OpenCV, Deep Learning, and Computer Vision. Today’s tutorial is inspired by PyImageSearch reader Min-Jun, who emailed in asking: Hi Adrian, I’ve seen a number of…
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In this tutorial, you will learn how to utilize Tesseract to detect, localize, and OCR text, all within a single, efficient function call. Back in September, I showed you how to use OpenCV to detect and OCR text. This method…
Read More of Tesseract OCR: Text localization and detection
In this tutorial, you will learn how to perform image inpainting with OpenCV and Python. Image inpainting is a form of image conservation and image restoration, dating back to the 1700s when Pietro Edwards, director of the Restoration of the…
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In this tutorial, we will learn how to apply Computer Vision, Deep Learning, and OpenCV to identify potential child soldiers through automatic age detection and military fatigue recognition. Military service is something of personal importance to me, something I consider…
Read More of An Ethical Application of Computer Vision and Deep Learning — Identifying Child Soldiers Through Automatic Age and Military Fatigue Detection
In this tutorial, you will learn how to train a COVID-19 face mask detector on a custom dataset with OpenCV, Keras/TensorFlow, and Deep Learning. Last month, I authored a blog post on detecting COVID-19 in X-ray images using deep learning.…
Read More of COVID-19: Face Mask Detector with OpenCV, Keras/TensorFlow, and Deep Learning
In this tutorial, you will learn how to fine-tune ResNet using Keras, TensorFlow, and Deep Learning. A couple of months ago, I posted on Twitter asking my followers for help creating a dataset of camouflage vs. noncamouflage clothes: This dataset…
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In this tutorial, you will learn how to detect and remove duplicate images from a dataset for deep learning. Over the past few weeks, I’ve been working on a project with Victor Gevers, the esteemed ethical hacker from the GDI.Foundation,…
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In this tutorial, you will learn how to perform automatic age detection/prediction using OpenCV, Deep Learning, and Python. Age detection models need a vast range of facial data across all age groups. A curated dataset library would provide the…
Read More of OpenCV Age Detection with Deep Learning
