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ImageStreamer

This project demonstrates how to implement image streaming using various popular Python web frameworks: Flask, FastAPI, and Tornado. It allows you to efficiently transmit and display images over HTTP, which can be useful in applications such as video streaming, real-time image processing, and more.

Features

  • Efficient streaming of images over HTTP.
  • Support for multiple web frameworks: Flask, FastAPI, and Tornado.
  • Demonstrates different approaches to image streaming using each framework.
  • Simple and easy-to-understand code examples.

Prerequisites

  • Python 3.7 or higher.
  • Flask, FastAPI, and Tornado frameworks.
  • OpenCV for image manipulation.
  • Ultralytics for computer vision feature - extra hand

Getting Started

Installation

git clone https://github.com/your-username/image-streaming.git
cd image-streaming
python3 -m venv env
source env/bin/activate
pip install -r requirements.txt

Start Web Server

python3 main.py

Open your web-browser and visit following URL: http://localhost:8000/video_feed