MathWorks
Deep Learning for Object Detection
MathWorks

Deep Learning for Object Detection

This course is part of Deep Learning for Computer Vision Specialization

Taught in English

Mehdi Alemi
Amanda Wang
Matt Rich

Instructors: Mehdi Alemi

Included with Coursera Plus

Course

Gain insight into a topic and learn the fundamentals

Intermediate level

Recommended experience

8 hours (approximately)
Flexible schedule
Learn at your own pace

What you'll learn

  • Retrain popular YOLO deep learning models for your applications

  • Visualize results to gain insights into model performance

  • Evaluate detection models by examining both class and location accuracy.

  • Analyze labeled images to identify and fix potential data shortcomings

Details to know

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Recently updated!

January 2024

Assessments

7 assignments

Course

Gain insight into a topic and learn the fundamentals

Intermediate level

Recommended experience

8 hours (approximately)
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

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Build your subject-matter expertise

This course is part of the Deep Learning for Computer Vision Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate
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There are 4 modules in this course

Get started with object detection by using pre-trained models

What's included

4 videos5 readings1 assignment

Use transfer learning to retrain YOLO models for new applications

What's included

4 videos4 readings1 assignment

Use metrics like recall, precision, and mean average precision to evaluate your models

What's included

2 videos4 readings2 assignments

Apply the full object detection workflow on a final project

What's included

2 videos6 readings3 assignments

Instructors

Mehdi Alemi
MathWorks
3 Courses1,110 learners

Offered by

MathWorks

Recommended if you're interested in Machine Learning

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