Image Processing Fundamentals

Name: Image Processing Fundamentals
Start: 2024-02-17T15:00:00+00:00
End: 2024-02-17T17:00:00+00:00

This lecture lays the groundwork by introducing how images are digitally represented. It explains fundamental image manipulation techniques and gives an overview of essential machine learning concepts.

Feb 17, 3:00 – 5:00 PM (UTC)

2 RSVP'd

Key Themes

AIBuild with AIMachine LearningTensorFlow

About this event

Image Representation:
Pixels, color spaces (RGB, grayscale, HSV, etc.),
Image file formats (JPEG, PNG, TIFF)
Basic Image Manipulations:
Filtering (smoothing, blurring, sharpening)
Edge detection (Canny, Sobel)
Morphological operations (erosion, dilation)
Histograms and equalization
Introduction to Machine Learning:
Supervised vs. unsupervised learning
Classification and regression
Key concepts: features, labels, training/testing data

Organizer

Gregory McGann

United Nations

GDG Oxford

See bio

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