2 publications

• Published Subscription 1 Nov 2021

  Role of Deep Learning in Image Recognition

  By Riya Chakraborty, Gautami Awasthi

  Abstract: Deep learning (DL) is a part of machine learning (ML) while ML is a subarea of artificial intelligence (AI). Deep learning or convolutional neural network (CNN) is a kind of neural network (NN). Nowadays, DL is playing a peculiar role in image recognition. It is being applied for recognizing speeches, language translations, automatic game playing, healthcare, and Self-driving a car as well. The concept of DL was proposed by Alexey …

  Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 8, Issue 2, 2021 · pp. 34–39 Read article →

• Published Subscription 1 Nov 2021

  Machine Learning and Its Dominant Paradigms

  By Radhey Shyam, Riya Chakraborty

  Abstract: Much of the human behavior depends on learning. This learning begins at a very small age in humans when a newborn starts understanding what is happening around. They get to describe what is happening which results into descriptive learning. When they analyze the cause or nature of a condition, it is called diagnostic learning. When they validate the foreseen probability of things, that is predictive learning. They tend to create …

  Published in Journal of Advancements in Robotics · Vol. 8, Issue 2, 2021 · pp. 1–10 Read article →