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Image Segmentation and Feature Detection using OpenCV

Accelerate your Career

Learn image segmentation and feature detection using OpenCV. Explore contour detection, region-based segmentation, corner detection, and advanced feature extraction with Python.

3 Modules
with Certifications
11:58 Hours
of Recorded Content
5.0 Ratings
by 0 Learners
English
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Paid Course
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Image Segmentation and Feature Detection using OpenCV

Image segmentation and feature detection are fundamental techniques in computer vision, enabling machines to interpret and analyze visual data with precision. Using OpenCV, one of the most widely adopted open-source libraries, these processes become accessible, efficient, and highly customizable for researchers, engineers, and developers.
MASTERING THE DATA SCIENCE LIFECYCLE

Comprehensive Syllabus Outline

A comprehensive curriculum designed to take you from beginner to professional.

M1

Module 1 – Fundamentals of Image Processing

Introduction to Image Processing & Applications
Basic Image Manipulation
Filters in Images -I
Filters in Images -II
Morphological Pre‑processing
De‑noising Images
Edge Detection (Part I)
Edge Detection (Part II)

M2

Module 2 – Image Segmentation Techniques

Image Segmentation – K‑Means
Image Segmentation – OTSU Thresholding
Image Segmentation – Watershed
Clustering of Images – Region‑based Segmentation
Image Segmentation using APP
Image Segmentation using APP 1
Image Hazy Removal using Segmentation (Projects I )
Image Hazy Removal using Segmentation (Projects II)

M3

Module 3 – Feature Detection and Extraction

Feature Extraction in Images (I)
Feature Extraction in Images (II)
Feature Extraction using GLCM
Face Detection using HAAR Cascade
Image Pattern Recognition
Neural Networks in Images (I)
Neural Networks in Images (II)
Texture Segmentation using Gabor Filter

Capstone Project

Image Dehazing & Segmentation System

Build an OpenCV pipeline that cleans images with filters and morphology, segments them with K-Means, Otsu and Watershed, removes haze, and extracts features for recognition.

PROJECT

Image haze removal using segmentation.

Restore clarity to foggy and hazy images automatically.

PROJECT

An interactive image segmentation app.

Segment images through a simple application interface.

CONCEPT

K-Means, Otsu and Watershed segmentation.

Separate regions and objects with classical segmentation methods.

CONCEPT

Feature extraction with GLCM, Gabor filters and Haar cascades.

Describe textures and detect faces and patterns in images.

CORE TOOLING MASTERY

Tech Stack

Master the primary professional software development packages and workflow tools.

Python
OpenCV
NumPy
Scikit-image
Scikit-learn
Matplotlib
Jupyter Notebooks
Career Impact

After this Course, You will be Able to

Observe the real-world utility outcomes you gain after program completion.

Manipulate images and apply filters, morphology and denoising.
Detect edges in images using OpenCV edge detection methods.
Segment images with K-Means, Otsu thresholding, Watershed and region-based clustering.
Remove haze from images using segmentation techniques.
Extract texture features with GLCM and Gabor filters.
Detect faces with Haar cascades and recognise patterns with neural networks.

Course Stats

₹12.35 LPA

Average Salary

₹42 LPA

Highest Salary

135%

Salary Hike

7+ Companies

Hiring Partners

Key Features

Mentorship

Receive guidance and insights from industry experts

Hands-on Experience

Gain practical skills in a real-world cutting-edge projects.

Networking

Connect with professionals and peers in your field

Skill Development

Enhance your technical and soft skills

Career Advancement

Boost your resume with valuable experience

Dual Certificate

Get a certification to showcase your achievements
DIGITAL VERIFIABLE CREDENTIAL

Let Your Certificates Speak For You

Our certification formally validates your skill set in recruiter searches with unique QR code verification and LinkedIn-ready structures.

Unique Credential ID & QR Code
Recruiters can scan to instantly verify your project files, source repository, and official completion marks.

Linkedin Certified Recognition
Easily push to your Linkedin profile with 1-click credential linking to increase high-end corporate recruiter views.

Certificate Sample
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Where Our Learners Work

Our alumni are driving innovation at the world's most prestigious technology companies.

Flipkart
Freshworks
Juspay
Chargebee
Zoho
PayPal
PREMIER PLATFORM EXPERIENCE

Why Pantech?

An expert-crafted learning infrastructure built for technical fluency.

Industrial Expert Mentors

Direct guidance and weekly doubt clearing sessions hosted by hardware, embedded, and software engineering veterans.

24/7 Interactive Support

Ask coding doubts anytime on our student community workspace and receive instant assistance.

Self-Paced Learning Engine

Access lifetime recorded modules with adaptive pacing to balance academics and professional work.

Career Guidance Support

Exclusive resume review, mock interviews, and placement assistance from industry experts.

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