Leveraging Windows PowerShell Jobs

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Chris Behrens

39:37

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1. Course Overview

1. Course Overview.mp4

01:01

2. Understanding How Neural Networks are Used for Image Classification

1. Using Neural Networks for Image Classification - Featuring Te.mp4

04:38

2. Using Neural Networks for Image Classification.mp4

06:45

3. Feature Extraction from Images.mp4

02:06

4. Building an Image Classification Model with Tensorflow.mp4

05:55

5. Evaluating a Tensorflow Image Classification Model.mp4

05:05

6. Classifying with a Multilayer Perceptron.mp4

02:20

7. Other Notable Architectures and Libraries.mp4

01:37

3. Understanding Advanced Neural Networks for Image Classification - ResNet, Inception, and MobileNets

1. Understanding Advanced Neural.mp4

01:02

2. ResNet (Residual Networks).mp4

03:07

3. Inception (GoogLeNet).mp4

02:48

4. Mobilenets.mp4

02:30

5. Thank You and Go Build Epic C.mp4

00:43

Description

Computer vision applications can automate and enhance the analysis and interpretation of visual data beyond human capabilities. This course will teach you how image classifiers can perform object detection recognition and tracking using Tensorflow.

What You'll Learn?

Computer vision applications can automate and enhance the analysis and interpretation of visual data (images/videos) beyond human capabilities.

In this course, Object Detection Recognition and Tracking, you’ll learn to create an image classifier using Tensorflow. First, you’ll explore how neural networks are used for image classification. Next, you’ll learn how to create an image classifier with different levels of accuracy. Finally, you’ll learn about three different types of neural networks.

When you’re finished with this course, you’ll have the skills and knowledge of computer vision for object detection recognition and tracking needed to create an image classifier.

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Chris Behrens

Instructor's Courses

Pluralsight

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Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.