Coursera Project Network
Deep Learning with PyTorch : Image Segmentation
Coursera Project Network

Deep Learning with PyTorch : Image Segmentation

Taught in English

Parth Dhameliya

Instructor: Parth Dhameliya

14,858 already enrolled

Included with Coursera Plus

Guided Project

Learn, practice, and apply job-ready skills with expert guidance

Intermediate level

Recommended experience

2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.4

(160 reviews)

What you'll learn

  • Use U-Net architecture for segmentation

  • Create train function and evaluator for training loop

Details to know

Shareable certificate

Add to your LinkedIn profile

Guided Project

Learn, practice, and apply job-ready skills with expert guidance

Intermediate level

Recommended experience

2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.4

(160 reviews)

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

Placeholder

Learn, practice, and apply job-ready skills in less than 2 hours

  • Receive training from industry experts
  • Gain hands-on experience solving real-world job tasks
  • Build confidence using the latest tools and technologies
Placeholder

About this Guided Project

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  1. Set up colab runtime environment

  2. Setup Configurations

  3. Augmentations

  4. Custom Dataset

  5. Load Dataset into batches

  6. Create Segmentation Model

  7. Create Train and Eval Function

  8. Train Model

  9. Inference

Recommended experience

Prior programming experience in Python and basic pytorch. Theoretical knowledge of Convolutional Neural Network and Training process (Optimization)

9 project images

Instructor

Instructor ratings
4.3 (7 ratings)
Parth Dhameliya
13 Courses34,709 learners

Offered by

How you'll learn

  • Skill-based, hands-on learning

    Practice new skills by completing job-related tasks.

  • Expert guidance

    Follow along with pre-recorded videos from experts using a unique side-by-side interface.

  • No downloads or installation required

    Access the tools and resources you need in a pre-configured cloud workspace.

  • Available only on desktop

    This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

Showing 3 of 160

4.4

160 reviews

  • 5 stars

    62.50%

  • 4 stars

    21.87%

  • 3 stars

    8.75%

  • 2 stars

    2.50%

  • 1 star

    4.37%

PK
4

Reviewed on May 5, 2023

AC
4

Reviewed on Jul 20, 2023

MI
5

Reviewed on Sep 26, 2023

New to Machine Learning? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions