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Deep learning in Python : end-to-end Keras pipeline for image recognition.

SAGE Research Methods Online (backfile through 2025) Available online

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Format:
Video
Contributor:
Barari, Soubhik, Academic.
Series:
Sage research methods.
Deep Learning in Python ; 6.
Deep Learning in Python ; 6
Language:
English
Subjects (All):
Python (Computer program language).
Machine learning.
Neural networks (Computer science).
Image processing--Digital techniques.
Image processing.
Physical Description:
1 online resource (1 video file (00:08:54)) : sound, colour.
Place of Publication:
London : SAGE Publications Ltd, 2019.
Language Note:
Closed-captions in English.
Summary:
Soubhik Barari, PhD student in Political Science, IQSS, at Harvard University, discusses how to use Python's Keras package to create an end-to-end pipeline for image recognition, including how to setup the neural network and run the training set, how to evaluate the model using the validation set, and how to inspect the predictions.
Participant:
Academic, Soubhik Barari.
Notes:
Description based on XML content.
ISBN:
9781526491749
OCLC:
1103484186
Access Restriction:
Restricted for use by site license.

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