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Deep Learning for Object Detection
This course is part of MathWorks Computer Vision Engineer Professional Certificate.
Course Cost
Free course
Beginner
Skill Level
6 Hours
Self-paced lessons
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Deep Learning for Computer Vision Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
English
What you'll learn
Retrain YOLO deep learning models for custom applications
Visualize and analyze model performance results
Evaluate detection models using class and location accuracy
Analyze labeled images to improve data quality
Implement object detection in real-world scenarios
Skills you'll gain
This course includes:
0.9 Hours PreRecorded video
7 assignments
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
Get a Completion Certificate
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Get a Completion Certificate
Share your certificate with prospective employers and your professional network on LinkedIn.
CREATED BY
PROVIDED BY
Top companies offer this course to their employees
Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.
There are 4 modules in this course
Detecting and locating objects is one of the most common uses of deep learning for computer vision. This comprehensive course covers object detection from fundamentals to advanced applications. Students learn to train YOLO models, evaluate detection accuracy, and apply these skills to real-world scenarios like autonomous systems, medical imaging, and agriculture. The course includes hands-on projects using MATLAB, focusing on practical implementation and model optimization.
Detecting Objects with Pre-trained Models
Module 1 · 1 Hours to complete
Training Object Detection Models
Module 2 · 2 Hours to complete
Evaluating Object Detection Models
Module 3 · 1 Hours to complete
Final Project: Train and Evaluate a Detection Model
Module 4 · 2 Hours to complete
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: MathWorks Computer Vision Engineer Professional Certificate
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Faculties
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Frequently asked Questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.