Intuitively Visualized Convolution - CS50P final project video

Intuitively Visualised Convolution is an interactive educational Python application built to help students understand one of the most difficult concepts in Signals and Systems: Continuous-Time Convolution.

y(t) = x(t) * h(t) = ∫ from -∞ to ∞ x(τ) h(t - τ) dτ

Many learners can compute convolution algebraically, but struggle to understand what convolution means visually. This project solves that problem by allowing users to dynamically observe the convolution process in real time.

The user enters two input signals as mathematical functions of time. One signal is automatically flipped, then shifted across the other using a slider. As overlap changes, the convolution output is drawn progressively, making the relationship between signal overlap and convolution output immediately clear.

Rather than showing only equations, this tool demonstrates the actual mechanics of convolution. This project was inspired by personal experiences with difficulty in visualisation of the same.

This project was made as part of @cs50's Introduction to Programming in Python Course (CS50P)'s final project.

Source code : https://github.com/dhanushmaverick/Intuitively-Visualised-Convolution
Author : Dhanush Sai Gopal Vulli Bala

Видео Intuitively Visualized Convolution - CS50P final project video канала DHANUSH