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Project : Detect Defects in Steel Sheets with
Computer Vision

  • Build a computer vision based model which can detect the defects in steel sheets.
  • Understand how is computer vision helping in optimising the object detection process in the industry.

Created by Selva Prabhakaran

  • 24 Video Lessons

  • English

  • English captions

What you will learn


How to solve deep learning industrial project end to end?


What is
computer vision?


Understand the U-Net model architecture.


How to choose right evaluation metric?


What is BCE Logits Loss and code implementation?


What is Dice Loss and code implementation?


How to visualize with Tensorboard?

Course Curriculum


  • Courses Page1 Basics of Python
  • Courses Page1 Foundational knowledge of Data Science
  • Courses Page1 High school maths

Who should attend this course?

  • Data Science Aspirants

  • Data Science Professionals

  • Software/Data engineers interested in quantitative analysis

  • Professionals working with large datasets

  • Data analysts, economists, researchers


Selva Prabhakaran Principal Data Scientist

My name is Selva, and I am super excited to mentor you on this project!

I head the Data Science team for a global Fortune 500 company and over the last 10 years of my data science experience I’ve deployed 20+ global products. I’m also the Founder & Chief Author of Machine Learning Plus, which has over 4M annual readers.

I specialize in covering the in-depth intuition and maths of any concept or algorithm. And based on my existing student requests, I’ve put up the series of courses and projects with detailed explanations – just like an on the job experience. Hope you love it!

  • 4.5+Instructor rating

  • 200+ reviews

  • 10K+students

  • 15+ Courses

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