Transformers.js demos - a Xenova Collection

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Transformers.js demos

Transformers.js demos

updated Jul 11, 2024

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

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1.23k

Whisper Web

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1.23k

Convert speech to text instantly
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733

Remove Background Web

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733

In-browser background removal
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627

The Tokenizer Playground

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627

Experiment with and compare different tokenizers
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275

Depth Anything Web

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275

Generate depth maps from uploaded images
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292

Phi-3 WebGPU

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292

A private and powerful AI that runs locally in your browser
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229

Distil Whisper Web

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229

Convert speech to text quickly and accurately
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265

Segment Anything Web

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265

Segment objects in images by clicking points
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248

MusicGen Web

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248

In-browser text-to-music w/ Transformers.js!
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102

Blind Chat

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102

Chat with a private AI model locally
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196

Video Object Detection

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196

Real-time object detection w/ 🤗 Transformers.js
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128

Text To Speech Client

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128

Convert text to speech
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157

Remove Background WebGPU

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157

In-browser WebGPU background removal
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74

Adaptive Retrieval Web

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74

Find answers to questions using a smart search system
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91

React Translator

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91

Generate text using advanced language models
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87

Doodle Dash

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87

Play a fun doodling game
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68

Semantic Image Search

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68

Search for images using text
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98

Segment Anything WebGPU

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98

Segment objects in images by clicking points
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41

Semantic Image Search Client

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41

Search for images using text
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39

AI Code Playground

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39

Generate code snippets based on your input
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20

Semantic Audio Search w/ Transformers.js

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20

Search for music by description
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12

Zero Shot Classification Demo

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12

Classify images without training data using AI
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14

Object Detection Web

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14

Upload an image to detect objects
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6

Face Segmentation Web

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6

Segment faces in images
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218

Whisper Timestamped

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218

In-browser speech recognition w/ word-level timestamps
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91

Florence2 WebGPU

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91

Generate detailed captions for images using AI
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13

WebGPU MobileNet

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13

Classify images in real-time using your webcam
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WebGPU Real-time Depth Estimation

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38

Estimate depth from webcam video in real-time
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WebGPU Depth Anything V2

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12

Generate depth map from an image
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254

Whisper WebGPU

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254

Convert speech to text quickly and accurately
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453

Real-time Whisper WebGPU

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453

Convert speech to text quickly and accurately