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README.md
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Real-time facial-expression analysis with **calibrated confidence**, **literature-grounded cognitive states** (tired / focused / bored / stressed / engaged / confused / calm), and **AI-powered explanations** grounded in the Facial Action Coding System. Runs entirely in your browser — webcam frames never leave your device.
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[](https://www.apache.org/licenses/LICENSE-2.0)
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> **Live demo:** <https://arjun10g-live-expression-reader.static.hf.space>
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> **Source:** <https://
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Real-time facial-expression analysis with **calibrated confidence**, **literature-grounded cognitive states** (tired / focused / bored / stressed / engaged / confused / calm), and **AI-powered explanations** grounded in the Facial Action Coding System. Runs entirely in your browser — webcam frames never leave your device.
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[](https://arjun10g-live-expression-reader.static.hf.space)
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[](https://github.com/Arjun10g/live-expression-reader)
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[](https://huggingface.co/spaces/arjun10g/live-expression-reader/tree/main)
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[](https://www.apache.org/licenses/LICENSE-2.0)
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> **Live demo:** <https://arjun10g-live-expression-reader.static.hf.space>
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> **Source on GitHub:** <https://github.com/Arjun10g/live-expression-reader>
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> **Mirror on Hugging Face Spaces:** <https://huggingface.co/spaces/arjun10g/live-expression-reader/tree/main>
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index.html
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<span>Calibrated, in-browser, no tracking</span>
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<span aria-hidden="true">·</span>
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</main>
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Apache-2.0. Built on HSEmotion, MediaPipe, onnxruntime-web,
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Vite, and TypeScript.
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href="https://
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rel="noopener"
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>View the source on
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</p>
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</section>
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<span>Calibrated, in-browser, no tracking</span>
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<span aria-hidden="true">·</span>
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href="https://github.com/Arjun10g/live-expression-reader"
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target="_blank"
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GitHub ↗
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</main>
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Apache-2.0. Built on HSEmotion, MediaPipe, onnxruntime-web,
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Vite, and TypeScript.
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<a
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href="https://github.com/Arjun10g/live-expression-reader"
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target="_blank"
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rel="noopener"
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class="text-indigo-300 hover:text-indigo-200 underline decoration-dotted underline-offset-2"
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>View the source on GitHub ↗</a
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</p>
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</section>
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