HANDWRITTEN DIGIT RECOGNITION USING VARIOUS MACHINE LEARNING ALGORITHMS AND MODELS
Pranit Patil, Bhupinder Kaur
2020International Journal of Innovative Research in Computer Science & Technology22 citationsDOIOpen Access PDF
Abstract
Handwritten digit recognition is a technique or technology for automatically recognizing and detecting handwritten digital data through different Machine Learning models. In this paper we use various Machine Learning algorithms to enhance the productiveness of technique and reduce the complexity using various models. Machine Learning is an application of Artificial Intelligence that learns from previous experience and improves automatically through experience. We illustrate various Machine learning algorithms such as Support Vector Machine, Convolutional Neural Network,
Topics & Concepts
Computer scienceArtificial intelligenceMachine learningDigit recognitionSupport vector machineConvolutional neural networkComputational learning theoryArtificial neural networkOnline machine learningAlgorithmActive learning (machine learning)Industrial Vision Systems and Defect Detection