Detect Steel Plate Defects with ML

Detect Steel Plate Defects with ML

Assessment

Interactive Video

Information Technology (IT), Architecture

12th Grade - University

Hard

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The video tutorial covers the process of detecting faults in steel plates using image analysis. It explains the preparation of data, feature selection, and the use of one-hot encoding for classification. The tutorial demonstrates data visualization, outlier detection, and balancing techniques. It then guides through building and training a neural network with Keras, evaluating its performance, and comparing it with other classifiers using SKLearn.

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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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