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Machine Learning for OpenCV – Advanced Methods and Deep Learning

(62 customer reviews)

Rs.5,000.00 Rs.

Computer vision is one of today’s most exciting application fields of Machine Learning, From self-driving cars to medical diagnosis, computer vision has been widely used in various domains.This course will cover essential concepts such as classifiers and clustering and will also help you get acquainted with neural networks and Deep Learning to address real-world problems.All the code and supporting files for this course are available on Github at https://github.com/PacktPublishing/Machine-Learning-for-OpenCV-Advanced-Methods-and-Deep-Learning
The course will also guide you through creating custom graphs and visualizations, and show you how to go from raw data to beautiful visualizations. By the end of this course, you will be ready to create your own ML system and will also be able to take on your own machine learning problems.

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Description

Implement a Naïve Bayes classifier;Discover hidden structures in your data using k-means clustering;Implement k-means clustering and Expectation Maximization in OpenCV;Implement a simple multi-layer perceptron in OpenCV;Train and tweak neural networks;Build an ensemble classifier from decision trees in OpenCV;Combine different algorithms into a simple majority-vote classifier;Learn to tweak the hyperparameters of a model.

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