jobergum/browser-ml-inference
Edge Inference in Browser with Transformer NLP model
This tool helps you instantly understand the emotional tone of text without sending your data to the cloud. You input written text, and it identifies specific emotions like joy, sadness, or anger from a list of 27 categories, all within your web browser. This is ideal for content analysts, customer support managers, or anyone needing quick, privacy-focused emotion detection.
316 stars. No commits in the last 6 months.
Use this if you need to quickly assess the emotional content of text directly in your browser, keeping your data private and local.
Not ideal if you need to process extremely large volumes of text or require emotion analysis beyond the 27 pre-defined categories.
Stars
316
Forks
57
Language
Jupyter Notebook
License
Apache-2.0
Category
Last pushed
Sep 27, 2022
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/transformers/jobergum/browser-ml-inference"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
huggingface/transformers.js
State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with...
huggingface/transformers.js-examples
A collection of 🤗 Transformers.js demos and example applications
daviddaytw/react-native-transformers
Run local LLM from Huggingface in React-Native or Expo using onnxruntime.
salesforce/TransmogrifAI
TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable,...
volverjs/ai
Hugging Face Transformers.js wrapper for on-device AI with web-workers