Image Segmentation Courses and Certifications

Nicholas Renotte

Body Segmentation with Python and Tensorflow BodyPix - AI Background Removal

Learn to use Python, OpenCV, and BodyPix model for real-time body segmentation and background removal in less than an hour with Nicholas Renotte.

• YouTube
• 35 minutes
• On-Demand
• Free Online Course

DigitalSreeni

Random Walker Segmentation in Python

Learn to use Random Walker segmentation in Python for image processing with DigitalSreeni. Master the technique in under an hour using a noisy BSE image from an alloy.

• YouTube
• 27 minutes
• On-Demand
• Free Online Course

DigitalSreeni

Histogram Based Image Segmentation in Python

Learn to segment microscope images using histogram-based thresholding in Python with DigitalSreeni. Master basic image processing operations in under an hour.

• YouTube
• 24 minutes
• On-Demand
• Free Online Course

DigitalSreeni

3D U-Net for Semantic Segmentation

Learn to apply 3D U-Net for semantic segmentation on volumes from FIB-SEM, CT, MRI, etc. in less than an hour with DigitalSreeni.

• YouTube
• 50 minutes
• On-Demand
• Free Online Course

Eran Feit

Creating an Animal Segmentation Model with U-Net and TensorFlow Keras

Learn to implement and train a U-Net model for animal segmentation using TensorFlow/Keras in less than an hour with Eran Feit.

• YouTube
• 54 minutes
• On-Demand
• Free Online Course

Eran Feit

U-Net Person Segmentation - How to Segment Persons in Images

Learn to implement and train a U-Net model for person segmentation using TensorFlow/Keras in less than an hour with Eran Feit. Includes data preprocessing, model architecture, training, and evaluation.

• YouTube
• 39 minutes
• On-Demand
• Free Online Course

Image Segmentation

Many of the millions of digital images we're generating need interpretation, but there aren't enough human eyes for the task. This course will teach you how to use Python libraries and deep learning models to automate image segmentation.

• Pluralsight
• 33 minutes
• On-Demand
• Free Trial Available

Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital

7 reviews

Learn the science behind digital images and video, from Hollywood special effects to Mars Rover photography. 9-week course from Duke University.

• Coursera
• 21 hours
• On-Demand
• Free Online Course (Audit)

Smart Physical Systems from the Standpoint of an AI Company

Stanford University offers a seminar on smart physical systems, focusing on machine learning and deep learning. Learn about energy production, transportation systems, and climate change remediation.

• YouTube
• 56 minutes
• On-Demand
• Free Online Course

Fundamentals of Digital Image and Video Processing

5 reviews

Learn the principles and tools to process images and videos, and apply them to solve practical problems. Northwestern University offers this 12-week course.

• Coursera
• 36 hours
• On-Demand
• Free Online Course (Audit)

Visual Perception

27 ratings at Coursera

Explore visual perception and computer vision systems with Columbia University's 5-week course. Learn object tracking, image segmentation, and object recognition using neural networks.

• Coursera
• 3 days 10 hours 11 minutes
• On-Demand
• Free Online Course (Audit)

Image Processing and Analysis for Life Scientists

6 ratings at edX

Basic image analysis for life scientists with a non-engineering background. The main goal is to teach how to address and solve scientific questions by state of the art image analysis strategies.

• edX
• 7 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

AI for Medical Diagnosis

1940 ratings at Coursera

In this course, you will create convolutional neural network image classification and segmentation models to make diagnoses of lung and brain disorders.

• Coursera
• 20 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

MathWorks Microcredential

Image Processing for Engineering and Science

1 review

Learn to analyze, design, and build systems using images or videos with MathWorks' 13-week course. Utilize MATLAB for real-world applications in engineering and science.

• Coursera
• 13 weeks, 3 hours a week
• On-Demand
• Paid Course
• 3 courses

MathWorks

Image Segmentation, Filtering, and Region Analysis

31 ratings at Coursera

Enhance your image processing skills with MathWorks' 4-week course. Learn to handle noise, use spatial filters, perform edge detection, and analyze regions using MATLAB. Prior basic math and MATLAB exposure needed.

• Coursera
• 10 hours 14 minutes
• On-Demand
• Free Online Course (Audit)