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…

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CNNs for deep learning
Included in Machine Leaning / Deep Learning for Programmers Playlist:
https://www.youtube.com/playlist?list=PLZbbT5o_s2xq7LwI2y8_QtvuXZedL6tQU

Convolution demo on real data:
https://youtu.be/vJiZqZRkIg8

In this video, we explain the…

In this tutorial, you will learn how to implement a COVID-19 social distancing detector using OpenCV, Deep Learning, and Computer Vision.

Auto Facial Expression Recognition

In this OpenCV with Python tutorial, we're going to discuss object detection with Haar Cascades. We'll do face and eye detection to start. In order to do object recognition/detection with cascade files, you first need cascade files. For the extremely popular…

A brief explanation of how the Fourier transform can be used in image processing.

Created by: Michelle Dunn

See video credits for image licences.

Copyright owned by Swinburne University of Technology and Michelle Dunn. Some re-use permitted (Creative Commons…

Implemented in 8 code libraries.

This is a video I made for my college course. In this video I first explain the theory behind the modern approaches to object detection and localisation using deep learning techniques. I also explain labelimg a tool for annotating your custom datasets. Then…

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In this tutorial, you will learn how to train a COVID-19 face mask detector with OpenCV, Keras/TensorFlow, and Deep Learning.

Learn the five major steps that make up semantic segmentation.
Get a Free Deep Learning ebook: https://bit.ly/2K9zZ2s
To learn more, see the semantic segmentation using deep learning example: https://bit.ly/3njxD1b
First, the Image Labeler app allows you…

Implemented in 4 code libraries.

K-means sorts data based on averages. Dr Mike Pound explains how it works.

Fire Pong in Detail: https://youtu.be/ZoZMMg1r_Oc
Deep Dream: https://youtu.be/BsSmBPmPeYQ
FPS & Digital Video: https://youtu.be/yniSnYtkrwQ

Dr. Mike's Code:
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Homepage of Shervine Amidi, Graduate Student at Stanford University.

Learn the basics of the NumPy library in this tutorial for beginners. It provides background information on how NumPy works and how it compares to Python's Built-in lists. This video goes through how to write code with NumPy. It starts with the basics of…