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Shrijith Venkatramana @shrsv

Drawing A Red "0" On A Grayscale Background Using Tensors

Scalars: Pixel intensities. Vectors: Rows of pixels. Matrices: Grayscale images. 3D Tensors: Color images.

Hi there! I'm Shrijith Venkatrama, founder of Hexmos. Right now, I’m building LiveAPI, a tool that makes generating API docs from your code ridiculously easy.
Tensors are a fundamental concept in machine learning and deep learning.
In this tutorial, we will explore tensors in a fun and light-hearted way to gain some familiarity

  
  
  What  is a Tensor?

A tensor is a multi-dimensional array that generalizes familiar concepts:

Scalar: A single number (0D tensor).
Vector: A list of numbers (1D tensor).
Matrix: A grid of numbers (2D tensor).
Higher-dimensional tensors: Structures with 3 or mo...