ClassifierAI: A Prototype Chrome Extension that Automatically Detects AI-Generated Content on DEV

Описание и применение

ClassifierAI – это прототип расширения Chrome, автоматически определяющий AI‑сгенерированный контент на dev.to, снижая ручную работу и повышая качество контента.

Задача

Developers and readers on dev.to struggle to identify AI‑generated articles and images, leading to low‑quality content and difficulty in maintaining a human‑authored community.

Результат

ClassifierAI demonstrates that a lightweight, browser‑based extension can provide instant AI‑content detection on dev.to, improving user experience and encouraging higher‑quality posts.

Рабочий процесс

• 1. Install the extension by cloning the repo, building, and loading the _dist_ folder in Chrome dev mode.
• 2. Open dev.to and enable the ClassifierAI toggle in the extension popup.
• 3. Click any article; the extension scans the cover image and article text using TensorFlow.js models.
• 4. Icons appear on the image (green=not AI, yellow=uncertain, red=AI) and a popup shows the article’s AI‑detected status.

Доказательства

ClassifierAI automatically scans the cover image and article text on dev.to, displaying AI‑detected icons and a confidence label in the Chrome extension popup

Источник

The dataset used to train the model: https://huggingface.co/datasets/Hemg/AI-Generated-vs-Real-Images-Datasets

Источник

The dataset used: https://huggingface.co/datasets/gouwsxander/wikipedia-human-ai

Источник