Transformers.js demos - a Xenova Collection

Xenova 's Collections

Transformers.js demos

Transformers.js demos

updated Jul 11, 2024

A collection of my favorite WebML demos, built with Transformers.js!

Running

Featured

1.23k

Whisper Web

🎤

1.23k

Transcribe audio files to text instantly
Running

Featured

733

Remove Background Web

🖼

733

In-browser background removal
Running

Featured

629

The Tokenizer Playground

📝

629

Experiment with and compare different tokenizers
Running

Featured

275

Depth Anything Web

🖼

275

Generate a depth map from any uploaded image
Running

292

Phi-3 WebGPU

🚀

292

A private and powerful AI that runs locally in your browser
Running

Featured

229

Distil Whisper Web

👀

229

Transcribe audio files to text instantly
Running

Featured

265

Segment Anything Web

💻

265

Segment images interactively using click points
Running

Featured

249

MusicGen Web

🎵

249

In-browser text-to-music w/ Transformers.js!
Running

Featured

102

Blind Chat

📚

102

Chat with a private AI model locally
Running

Featured

196

Video Object Detection

📷

196

Real-time object detection w/ 🤗 Transformers.js
Running

128

Text To Speech Client

👀

128

Convert text to speech
Running

157

Remove Background WebGPU

🖼

157

In-browser WebGPU background removal
Running

Featured

74

Adaptive Retrieval Web

🔥

74

Search documents with AI-powered semantic retrieval
Running

91

React Translator

🌍

91

Generate text using advanced language models
Running

88

Doodle Dash

🖍

88

Play a fun doodling game
Running

68

Semantic Image Search

🔍

68

Search images by typing a description
Running

98

Segment Anything WebGPU

⚡

98

Segment objects in images directly in your browser
Running

41

Semantic Image Search Client

🦀

41

Search for images using text
Running

39

AI Code Playground

💻

39

Generate code snippets based on your input
Running

20

Semantic Audio Search w/ Transformers.js

🎵

20

Search for music by description
Running

12

Zero Shot Classification Demo

🏢

12

Classify images without training data using AI
Running

14

Object Detection Web

🌐

14

Upload an image to detect objects
Running

6

Face Segmentation Web

🧑

6

Segment faces in images
Running

Featured

218

Whisper Timestamped

🕒

218

In-browser speech recognition w/ word-level timestamps
Running

91

Florence2 WebGPU

🖼

91

Generate detailed captions and tags for any image
Running

13

WebGPU MobileNet

🚀

13

Classify images in real-time using your webcam
Running

38

WebGPU Real-time Depth Estimation

🔥

38

Estimate depth from webcam video in real-time
Running

12

WebGPU Depth Anything V2

🔥

12

Generate depth map from an image
Running

254

Whisper WebGPU

🎤

254

Transcribe audio files to text instantly
Running

454

Real-time Whisper WebGPU

🎤

454

Transcribe audio to text instantly using WebGPU