April 2020
Intermediate to advanced
438 pages
12h 2m
English
Content preview from Python Image Processing Cookbook
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Use the support-vector machine (SVM) classifier (using the svm.SVC() and svm.LinearSVC() functions from scikit-learn) instead of the logistic-regression classifier with the HOG features. Does it improve the accuracy on the test images? Now use transfer learning/fine-tuning (hint: refer to the next few recipes to see how this is done) to increase the accuracy of classification.
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