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Image processing and Computer Vision

Instructor led best course for learning image processing and developing computer vision-based use cases on Image classification and Object detection.

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4.7

Rating

25 Hrs

Duration

Intermediate

Level

20

Assignments

What you'll learn

Digital image processing techniques
Image feature extraction using CNN
Image classification and Object detection

Who should take this course

Anyone with prior knowledge in Python programming and Machine Learning
Anyone who want to make career in Image analytics or computer vision

Skills you'll gain

Digital image processing
Image feature extraction
Object detection
Image classification
Convolutional neural network

Course contents

Overview of DIP and its applications
Digital image representation
Phases of image processing
Practical assignment using Python and OpenCV

Overview of CV
Application areas of CV

What are image features
Traditional techniques
Deep Learning techniques

Case study on image classification

Case study on object detection

Advantages of vision transformers
Case study: How to use vision transformers in CV

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