Build an Object Detection Model with Python

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1:12:37

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1. Course Overview

1. Course Overview.mp4

01:33

2. Preparing Data for Model Training

1. Building a Foundation.mp4

05:10

2. Building up Your Dataset.mp4

05:14

3. Demo- Bringing It into Practice.mp4

07:41

4. Finalizing Your Dataset.mp4

00:27

3. Training

1. Detector Models, Frameworks, and Libraries.mp4

07:30

2. DataFormats and Computing.mp4

04:11

3. General Object Detection Script Setup.mp4

04:00

4. Training a Model- Scripted and PaaS.mp4

10:40

5. Evaluating a Detector.mp4

02:11

4. Deployment

1. Deployment and MLOps.mp4

10:03

2. Drift, Retaining, and Model Store.mp4

12:25

3. Inferencing.mp4

01:03

4. Summary.mp4

00:29

Description

Object detection can be very useful in mundane tasks. This course will teach you how to build an object detection model from beginning to end for real-life use cases, suitable for using on a daily basis.

What You'll Learn?

Object detection can be applied everywhere, from your own home to a large manufacturing site. In this course, Build an Object Detection Model with Python, you’ll learn how to build an object detection model from beginning to end. First, you’ll explore how to prepare a dataset for training a model. Next, you’ll discover how to train a model with a pre-trained model. Finally, you’ll learn how to deploy the model in the right way for actual use, whether at home or in a factory. When you’re finished with this course, you’ll have the skills and knowledge of building an object detection model needed to function in real-life scenarios.

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Python

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.