Data Science and Machine Learning (Theory and Projects) A to Z - Object Detection: Classification Pipeline

Data Science and Machine Learning (Theory and Projects) A to Z - Object Detection: Classification Pipeline

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Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial covers the basics of object detection, focusing on detecting and localizing objects within images. It explains the classification pipeline using cats as an example, discusses feature extraction techniques like HOG and LBP, and describes training a classifier with positive and negative images. The sliding window technique is introduced for detecting objects in larger images, and challenges such as scale and rotation invariance are highlighted.

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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