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Object Detection
OpenCV Tutorials
Tutorials

Multi-template matching with OpenCV

March 29, 2021

In this tutorial, you will learn how to perform multi-template matching with OpenCV. Last week you discovered how to utilize OpenCV and the cv2.matchTemplate function for basic template matching. The problem with this approach is that it could only detect…

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Object Detection
OpenCV Tutorials
Tutorials

OpenCV Template Matching ( cv2.matchTemplate )

March 22, 2021

In this tutorial, you will learn how to perform template matching using OpenCV and the cv2.matchTemplate function. Other than contour filtering and processing, template matching is arguably one of the most simple forms of object detection: It’s simple to implement,…

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Optical Character Recognition (OCR)
Tutorials

Bank check OCR with OpenCV and Python (Part II)

July 31, 2017

Today’s blog post is Part II in our two part series on OCR’ing bank check account and routing numbers using OpenCV, Python, and computer vision techniques. Last week we learned how to extract MICR E-13B digits and symbols from input…

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Optical Character Recognition (OCR)
Tutorials

Bank check OCR with OpenCV and Python (Part I)

July 24, 2017

Today’s blog post is inspired by Li Wei, a PyImageSearch reader who emailed me last week and asked: Hi Adrian, Thank you for the PyImageSearch blog. I read it each week and look forward to your new posts every Monday.…

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Optical Character Recognition (OCR)
Tutorials

Credit card OCR with OpenCV and Python

July 17, 2017

Today’s blog post is a continuation of our recent series on Optical Character Recognition (OCR) and computer vision. In a previous blog post, we learned how to install the Tesseract binary and use it for OCR. We then learned how…

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Image Processing
Tutorials

Multi-scale Template Matching using Python and OpenCV

January 26, 2015

This past weekend I’ve been really sick with the flu. I haven’t done much besides lay on my couch, sip chicken noodle soup from a coffee mug, and marathon gaming sessions of Call of Duty. It’s honestly been years since…

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You can learn Computer Vision, Deep Learning, and OpenCV.

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