Introduction to Deep Learning with OpenCV

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Free Online Course: Introduction to Deep Learning with OpenCV provided by LinkedIn Learning is a comprehensive online course, which lasts for Less than 1 hour of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from LinkedIn Learning. Introduction to Deep Learning with OpenCV is taught by Jonathan Fernandes.

via LinkedIn Learning

Less than 1 hour of material

Self Paced

Learn how to use OpenCV, the popular computer vision library, to run pretrained deep learning models.

Syllabus

Introduction
- Generate insights from digital images and video with OpenCV
- What you should know before watching this course
- Install Python and Anaconda
- Create a virtual environment
- Install a text editor
1. Deep Learning with OpenCV
- What is deep learning?
- What is OpenCV?
- Deep learning for OpenCV
2. Image and Videos in OpenCV
- Viewing images in OpenCV
- Working with color channels
- Viewing videos in OpenCV
3. Working with the Deep Neural Networks (dnn) Module
- Overview of the dnn process
- Working with blobs
4. Working with Deep Learning Models
- Classification for an image: Getting the classes
- Classification for an image: Inference
- Classification for a video
- YOLOv3
- YOLOv3 in action
Conclusion
- Next steps

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Language

English
Certificate
Certificate Available
Date of Start
17th June, 2019
Price
Free Trial Available
Provider
LinkedIn Learning
Taught By

Jonathan Fernandes
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Introduction to Deep Learning with OpenCV

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