Santosh V Bhat

Santosh V Bhat

Bengaluru, Karnataka, India
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About

Software engineer with 4 years of experience in software development, delivering…

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Experience

  • American Express Graphic

    American Express

    Bengaluru, Karnataka, India

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    Bengaluru, Karnataka, India

  • -

    Bengaluru, Karnataka, India

  • -

    Bengaluru, Karnataka, India

Education

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Publications

  • An Efficient Method for Handwritten Kannada Digit Recognition based on PCA and SVM Classifier

    Journal of Information Systems and Telecommunication (JIST)

    With the introduction of the MNIST dataset for Kannada digits, we budge towards solving the problem statement and show how applying PCA for dimensionality reduction before using the SVM classifier increases the accuracy on the RBF kernel. 60,000 images are used for training and 10,000 images for testing the model and an accuracy of 99.02% on validation data and 95.44% on test data is achieved. Performance measures like Precision, Recall, and F1-score have been evaluated on the method used.

    See publication

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