01
Detect the sensitive.
Machine learning inference evaluates images for sensitive content as part of the project’s detection flow.
MACHINE LEARNING. HUMAN INTENT.
A more
considered
web.
Exploring how machine learning can help put a little more control between you and the content you see.
XDynamic Lab Browser technology & machine learning
Blur preview on
Interactive concept illustration
Sample artwork. No live detection.
01 / ABOUT
Technology with
a
clear intention.
The web is full of things we choose to see—and things we don’t. XDynamic Lab introduces a project exploring that boundary.
Our focus here is XDynamic Extension: a browser extension project for detecting and blurring sensitive web content with machine learning. Explore its implementation, understand its architecture, and follow the code back to its origins.
Meet the technology
02 / THE PRODUCT
A LAYER BETWEEN YOU AND THE UNEXPECTED
XDynamic Extension.
A browser extension project focused on identifying sensitive (NSFW) web content and applying a blur to flagged images.
02
Add a little distance.
The extension’s content script applies a visual blur to images identified for filtering.
03
Explore the implementation.
Follow the browser extension, backend API, and admin dashboard in the public project repository.
PROJECT NOTE
See the repository for setup and current capabilities. The extension uses a backend for ML inference; this page is an introduction to the project.
03 / UNDER THE SURFACE
Connected pieces.
Considered design.
The repository separates the browser experience from the API and model inference. Each part has a distinct role.
Read the architectureBrowser experience
React · TypeScript · Manifest V3
A browser extension targeting Chrome and Firefox.Application layer
Python · FastAPI
An API connecting the extension to backend services.Machine learning
PyTorch · MobileNetV2
Image classification in the ML inference service.04 / BUILT ON SHARED WORK
The code tells
the whole story.
Look through the source, explore the documentation, and understand how the pieces come together.
View project on GitHub
REPOSITORY / PUBLIC
anhht9824 /
xdynamic-extension
WITH CREDIT TO THE ORIGINAL PROJECT
This repository is a fork of nekloyh/xdynamic-extension . Credit for the upstream work belongs to its original authors and contributors.
Visit upstream05 / START A CONVERSATION
Good ideas begin
with a hello.
Questions about the project or an idea to share?
Get in touch
with XDynamic Lab.