OpenCV released OpenCV-3.4.4 and OpenCV-4.0.0 on 20th November. There have been a lot of bug fixes and other changes in these versions. The release highlights are as follows: OpenCV is now C++11 ...
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YOLOv3 – Deep Learning Based Object Detection – YOLOv3 with OpenCV ( Python / C++ )
In this post, we will understand what is Yolov3 and learn how to use YOLOv3 --- a state-of-the-art object detector -- with OpenCV. YOLOv3 is the latest variant of a popular object detection ...
MultiTracker : Multiple Object Tracking using OpenCV (C++/Python)
In this post, we will cover how to use OpenCV's multi-object tracking API implemented using the MultiTracker class. We will share code in both C++ and Python. Before we dive into the details, ...
SVM using Scikit-Learn in Python
This post explains the implementation of Support Vector Machines (SVMs) using Scikit-Learn library in Python. We had discussed the math-less details of SVMs in the earlier post. In this post, we ...
GOTURN : Deep Learning based Object Tracking
In this post, we will learn about a Deep Learning based object tracking algorithm called GOTURN. The original implementation of GOTURN is in Caffe, but it has been ported to the OpenCV Object Tracking ...
Batch Normalization in Deep Networks
In this post, we will learn what Batch Normalization is, why it is needed, how it works, and how to implement it using Keras. Batch Normalization was first introduced by two researchers at Google, ...
