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+## MediaPipe on the Web
+
+MediaPipe on the Web is an effort to use [WebAssembly](https://webassembly.org/)
+to bring MediaPipe graphs, calculators, and related technologies to the web. The
+aim is to have all the pieces (ML, rendering, and processing) running directly
+in the browser client-side. The official API is under construction, but the core
+technology has been proven effective, and we can already show interactive
+cross-platform demos using your live webcam.
+
+![image](images/web_effect.gif) ![image](images/web_segmentation.gif)
+
+### Hand Tracking (with and without SIMD support)
+
+For [Chrome Developer Summit 2019](https://developer.chrome.com/devsummit/), we
+used this technology to showcase the potential for performance improvements
+using Chrome experimental [WebAssembly SIMD](https://github.com/WebAssembly/simd)
+support.  Below are two different versions of the
+[MediaPipe Hand Tracking Example](https://mediapipe.readthedocs.io/en/latest/hand_tracking_desktop.html)
+ running on the web:
+
+  1. WebAssembly MVP [demo](https://mediapipe.page.link/cds-ht) running around 5-8 frames per second on Desktop Chrome
+
+  2. WebAssembly SIMD [demo](https://mediapipe.page.link/cds-ht-simd) running around 15-18 frames per second on *Canary* Chrome for Desktop, which must additionally be launched with the option `--js-flags="--experimental-wasm-simd"`
+
+
+NOTE: This page is a work-in-progress. More to come soon!