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

说明与用途

ClassifierAI 是一个原型 Chrome 扩展，自动检测 dev.to 上的 AI 生成内容，减少手动工作并提升内容质量。

问题

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.

结果

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.

工作流

• 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.

证据

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

来源

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

来源

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

来源