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Running
| Want to jump straight in? Get started with one of our sample applications/templates, which can be found [here](https://github.com/huggingface/transformers.js-examples). | |
| | Name | Description | Links | | |
| |-------------------|----------------------------------|-------------------------------| | |
| | Whisper Web | Speech recognition w/ Whisper | [code](https://github.com/xenova/whisper-web), [demo](https://huggingface.co/spaces/Xenova/whisper-web) | | |
| | Doodle Dash | Real-time sketch-recognition game | [blog](https://huggingface.co/blog/ml-web-games), [code](https://github.com/xenova/doodle-dash), [demo](https://huggingface.co/spaces/Xenova/doodle-dash) | | |
| | Code Playground | In-browser code completion website | [code](https://github.com/huggingface/transformers.js/tree/main/examples/code-completion/), [demo](https://huggingface.co/spaces/Xenova/ai-code-playground) | | |
| | Semantic Image Search (client-side) | Search for images with text | [code](https://github.com/huggingface/transformers.js/tree/main/examples/semantic-image-search-client/), [demo](https://huggingface.co/spaces/Xenova/semantic-image-search-client) | | |
| | Semantic Image Search (server-side) | Search for images with text (Supabase) | [code](https://github.com/huggingface/transformers.js/tree/main/examples/semantic-image-search/), [demo](https://huggingface.co/spaces/Xenova/semantic-image-search) | | |
| | Vanilla JavaScript | In-browser object detection | [video](https://scrimba.com/scrim/cKm9bDAg), [code](https://github.com/huggingface/transformers.js/tree/main/examples/vanilla-js/), [demo](https://huggingface.co/spaces/Scrimba/vanilla-js-object-detector) | | |
| | React | Multilingual translation website | [code](https://github.com/huggingface/transformers.js/tree/main/examples/react-translator/), [demo](https://huggingface.co/spaces/Xenova/react-translator) | | |
| | Text to speech (client-side) | In-browser speech synthesis | [code](https://github.com/huggingface/transformers.js/tree/main/examples/text-to-speech-client/), [demo](https://huggingface.co/spaces/Xenova/text-to-speech-client) | | |
| | Browser extension | Text classification extension | [code](https://github.com/huggingface/transformers.js/tree/main/examples/extension/) | | |
| | Electron | Text classification application | [code](https://github.com/huggingface/transformers.js/tree/main/examples/electron/) | | |
| | Next.js (client-side) | Sentiment analysis (in-browser inference) | [code](https://github.com/huggingface/transformers.js/tree/main/examples/next-client/), [demo](https://huggingface.co/spaces/Xenova/next-example-app) | | |
| | Next.js (server-side) | Sentiment analysis (Node.js inference) | [code](https://github.com/huggingface/transformers.js/tree/main/examples/next-server/), [demo](https://huggingface.co/spaces/Xenova/next-server-example-app) | | |
| | Node.js | Sentiment analysis API | [code](https://github.com/huggingface/transformers.js/tree/main/examples/node/) | | |
| | Demo site | A collection of demos | [code](https://github.com/huggingface/transformers.js/tree/main/examples/demo-site/), [demo](https://huggingface.github.io/transformers.js/) | | |
| Check out the Transformers.js [template](https://huggingface.co/new-space?template=static-templates%2Ftransformers.js) on Hugging Face to get started in one click! | |