jasonmayes/Real-Time-Person-Removal

Stars
5,173
Rank 8,017 (Top 0.2 %)
Language
JavaScript
License
Apache License 2.0
Created almost 5 years ago
Updated about 3 years ago

jasonmayes/Real-Time-Person-Removal

jasonmayes

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Removing people from complex backgrounds in real time using TensorFlow.js in the web browser

Disappearing-People - Person removal from complex backgrounds over time.

Removing people from complex backgrounds in real time using TensorFlow.js in the web browser using JavaScript.

What can this do?

This code attempts to learn over time the makeup of the background of a video such that I can attempt to remove any humans from the scene. This is all happening in real time, in the browser, using TensorFlow.js. #MadeWithTFJS

This is an experiment. It may not be perfect in all situations.

Live Demos

Go ahead and try it right now in your own web browser. Pick your preference and give me a fork / like :-)

Codepen.io: https://codepen.io/jasonmayes/pen/GRJqgma

Glitch.com: https://glitch.com/~disappearing-people

Usage

Feel free to use in your own projects. Code is released under Apache licence. If you decide to use my code please consider giving me a shout out! Would love to see what others create with it :-) Thanks.

Twitter-Post-Fetcher

Fetch your twitter posts without using the new Twitter 1.1 API. Pure JavaScript! By Jason Mayes

Smart-Content-Placer

A small JavaScript class to programmatically position content with variable widths and heights and minimizing whitespace gaps. Imagine Pinterest on steroids (Pinterest only allows for variable height). By Jason Mayes

JS-Motion-Detection

A simple yet fast motion revealing algorithm using the live webcam feed

Tensor-Flow-on-Google-Compute-Engine

A simple script to set up GCE environment in Google Cloud so it is ready to run TensorFlow - an Open Source Software Library for Machine Intelligence

mdl-component-design-pattern

A design pattern that elegantly handles the registration of new components such that DOM upgrades are automatically performed on document load, as well as making it super easy to handle upgrades of elements that may be added after initial page load.

headless-chrome-nvidia-t4-gpu-support

Using headless Chrome on server side environments for true client side browser emulation with NVIDIA T4 GPUs for Web AI model testing or graphical workloads

doesVideoContain

Particle-Engine

A simple efficient configurable particle engine written in JavaScript using HTML5 canvas 2D which works on desktop and mobile by Jason Mayes

MP4-video-to-JPG-batch-converter

Specify a directory, this script will search it to find all MP4 videos, convert them to JPGs at a desired FPS and resize them to a given size. Super easy!

Retraining-TensorFlow-Classifier-Using-Video

Script to convert all MP4 videos in a zip archive to JPG frames at a desired FPS with unique names. It will then retrain the top layers of a binary image classifier using TensorFlow using these extracted images.

wsk-component-design-pattern

A design pattern that elegantly handles the registration of new components such that DOM upgrades are automatically performed on document load, as well as making it super easy to handle upgrades of elements that may be added after initial page load.

handlebars-helper

A helper component to make it super easy to use handlebars templates in a re-usable manner. Instead of defining script tags inline in your HTML to define templates you can instead write "template files" which will be bought in using AJAX.

Tessel-Multibox-Pointer

Use your Tessel with Google Compute Engine GPU instance running Darknet YOLO via a Node.js server to perform multibox detection over websockets. We can then point a servo at the object of interest and speak out what we see via the speaker.

Creative-Technologist-Toolkit

A small library written in Google Closure to do common things fast, useful for rapid prototyping in JavaScript.

dynamic-pages