Image Segmentation in Practice
Free Advanced course · 10 lessons · 4 weeks · Certificate on completion
Label every pixel — for medical, industrial and mapping use cases — with U-Net and SAM. Across 10 lessons you'll move from fundamentals to a portfolio-ready outcome — at your own pace, with quizzes after each lesson and a final exam to certify your mastery.
What you'll learn
- Semantic vs instance segmentation
- Masks and annotation
- U-Net architecture
- Loss functions for segmentation
- Data augmentation
- Mask R-CNN
Skills you'll pick up
- Semantic vs instance segmentat
- Masks and annotation
- U-Net architecture
- Loss functions for segmentatio
- Data augmentation
- Mask R-CNN
Tools covered
- Image Segmentation
- Real-world projects
- Quizzes
- Final exam
Course modules
Module 1: Semantic vs instance segmentation
Module 1 of Image Segmentation in Practice. 3 lessons · 3h
Module 2: Loss functions for segmentation
Module 2 of Image Segmentation in Practice. 3 lessons · 3h
Module 3: Segment Anything (SAM)
Module 3 of Image Segmentation in Practice. 2 lessons · 2h
Module 4: Post-processing masks
Module 4 of Image Segmentation in Practice. 2 lessons · 2h
Lessons in this course
- Semantic vs instance segmentation
- Masks and annotation
- U-Net architecture
- Loss functions for segmentation
- Data augmentation
- Mask R-CNN
- Segment Anything (SAM)
- Evaluation: IoU and Dice
- Post-processing masks
- Deploying segmentation models
Instructor
Tomás Herrera — Staff Data Scientist
Tomás Herrera is a Staff Data Scientist with years of hands-on experience teaching Image Segmentation to thousands of learners worldwide.
Certificate
Finish every lesson and pass the final exam to earn a free, verifiable Learnera certificate for Image Segmentation in Practice. It can be downloaded as a PDF and shared on LinkedIn.
Career outcomes
Median global salary $148,000 per year · median India salary ₹20,72,000 per year · 108,986 open roles worldwide
- Image Segmentation Specialist
- Senior Image Segmentation Lead
- Image Segmentation Consultant
Frequently asked questions
Is the Image Segmentation in Practice course free?
Yes. Every Learnera course, including Image Segmentation in Practice, is completely free — lessons, quizzes, the final exam, and the certificate.
How long does Image Segmentation in Practice take?
10 lessons, typically completed in 4 weeks at a comfortable pace.
Do I get a certificate?
Yes — pass the final exam and you receive a free, verifiable certificate you can share on LinkedIn.