README.md

Learn Computer Vision with Streamlit

Try the Online Demo

A compilation of Computer Vision algorithms visualized within a Streamlit web-app.

Requirements

Python 3.9

Poetry

Installation

Install dependencies: make install

Run the app

Run Streamlit app: make run (localhost:8501)

Upcoming Algorithms

• Feature Extraction - Hough Line Transform (10/06/2022)
• Image Processing - Fourier Transform (11/06/2022)
• Feature Extraction - Hough Circle Transform (12/06/2022)
• Feature Extraction - Live Edge Detection (02/07/2022)
• Feature Extraction - Harris Corner Detection (02/07/2022)
• Feature Extraction - Feature Detection & Matching (23/07/2022)
• Heart Rate Estimation using Eulerian Magnification (12/11/2022)
• Face detection (13/11/2022)
• Image Processing - Singular Value Decomposition (10/12/2022)
• Feature Extraction - ORB Feature Detection from scratch
• Feature Extraction - LoFTR Feature Detection
• Counting Repetitions in Videos