Kaikki kirjat 25 % alennuksella koodilla: BOOKS

  • check Yli 10 miljoonaa kirjaa
  • check Uutuuksia joka päivä
  • check Yli 1 miljoona asiakasta luottaa meihin
  • check Hyvät hinnat ja alennukset
  • check Toimitus koko Eurooppaan

Image Classification Using Python and Techniques of Computer Vision and Machine Learning - Mark Magic

englanti
2019-01-29
54,85 € 73,13 €

-25% koodilla BOOKS

Toimittajalla varastossa

Toimitus 10-16 arkipäivässä

30 päivän palautusoikeus

"This book implemented six different algorithms to classify images with the prediction accuracy of the testing data as the primary criterion (the higher the better) and the time consumption as the secondary one (the shorter the better). The accuracies varied between about 80% and 90%, while the time consumptions varied from several seconds to more than one hour. Considering both of the criteria, the Pre-Tra ... Täydellinen kuvaus

Saatat myös pitää

Kuvaus

"This book implemented six different algorithms to classify images with the prediction accuracy of the testing data as the primary criterion (the higher the better) and the time consumption as the secondary one (the shorter the better). The accuracies varied between about 80% and 90%, while the time consumptions varied from several seconds to more than one hour. Considering both of the criteria, the Pre-Trained AlexNet Features Representation plus a Classifier, such as the k-Nearest Neighbors (KNN) and the Support Vector Machines (SVMs), was concluded as the best algorithm. The six algorithms are: Tine Images Representation + Classifiers; HOG (Histogram of Oriented Gradients), Features Representation + Classifiers; Bag of SIFT (Scale Invariant Features Transform) Features Representation + Classifiers; Training a CNN (Convolutional Neural Network) from scratch; Fine Tuning a Pre-Trained Deep Network (AlexNet) Features Representation + Classifiers. The codes were written with Python in Jupyter Notebook, and they could be executed on both CPUs and GPUs"--Back cover

Lisätietoja

Kirjoittaja Mark Magic
Julkaisija Amazon Digital Services LLC - KDP Print US
Julkaisuvuosi 2019
Kannen tyyppi Pehmeäkantinen
EAN 9781796607260
Kirjoita oma arvostelusi
Arvostelet: Image Classification Using Python and Techniques of Computer Vision and Machine Learning
Arvostelusi:

Goodreads-arvostelut

54,85 € 73,13 €