Imagine a world where machines understand handwritten notes as easily as humans do, transforming scribbles into digital text in the blink of an eye. This isn’t a page from a sci-fi novel; it’s possible using this basic principles of Machine Learning.

July 12, 2024

Without non-linearity, neural networks would be far less effective, essentially reducing deep networks to simple linear regression models incapable of the sophisticated tasks they perform today.

January 02, 2024

Convolutional neural network (CNN), a class of artificial neural networks that has become dominant in various computer vision tasks, is attracting interest across a variety of domains. CNN work well on computer vision tasks like image classification, object detection, image recognition, etc.

June 01, 2022