You can master Computer Vision, Deep Learning, and OpenCV - PyImageSearch
Tutorials
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…
Read More of OpenCV Selective Search for Object Detection
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
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…
Read More of OpenCV Social Distancing Detector
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…
Read More of Image inpainting with OpenCV and Python
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…
Read More of Fine-tuning ResNet with Keras, TensorFlow, and Deep Learning
Examples of Image Search Engines