Santosh V Bhat

Santosh V Bhat

Bengaluru, Karnataka, India
2K followers 500+ connections

About

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

Activity

Join now to see all activity

Experience

  • American Express Graphic

    American Express

    Bengaluru, Karnataka, India

  • -

    Bengaluru, Karnataka, India

  • -

    Bengaluru, Karnataka, India

  • -

    Bengaluru, Karnataka, India

Education

Licenses & Certifications

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

Recommendations received

More activity by Santosh

View Santosh’s full profile

  • See who you know in common
  • Get introduced
  • Contact Santosh directly
Join to view full profile

Other similar profiles

Explore collaborative articles

We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.

Explore More

Add new skills with these courses