The latest articles on DEV Community by Sam Bhattacharyya (@sb2702). https://dev.to/sb2702 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F588924%2Fa30ff852-8de2-4433-8ed7-4897868e9804.jpeg https://dev.to/sb2702 en Sam Bhattacharyya Tue, 02 Mar 2021 07:45:33 +0000 https://dev.to/sb2702/realtime-ai-video-upscaling-in-the-browser-4m8a https://dev.to/sb2702/realtime-ai-video-upscaling-in-the-browser-4m8a <p>Hey all,</p> <p>I'm working on a Javascript library which uses AI to upscale video in real-time in the browser (<a href="https://files.vectorly.io/demo/docs-demos/ducks/index.html" rel="noopener noreferrer">demo</a>!).</p> <p>It's based on an idea called <a href="https://en.wikipedia.org/wiki/Super-resolution_imaging" rel="noopener noreferrer">Super Resolution</a>, an AI technique commonly used in Image and Video enhancement.</p> <p><a href="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F4oekcstumucvzh6enh29.png" class="article-body-image-wrapper"><img src="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F4oekcstumucvzh6enh29.png" alt="Alt Text"></a></p> <p>I think real-time AI up-scaling could be helpful for improving video quality for users on slow networks, or to improve call quality in WebRTC video conferencing (<a href="https://files.vectorly.io/demo/webrtc/index.html" rel="noopener noreferrer">demo</a>).</p> <p><a href="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fx2f46hckr4qsidh4bfvi.png" class="article-body-image-wrapper"><img src="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fx2f46hckr4qsidh4bfvi.png" alt="Alt Text"></a></p> <p>Would love to get some feedback on it! We've just released our library for anyone who interested in playing around with Super resolution (<a href="https://vectorly.io/docs/technology/" rel="noopener noreferrer">docs</a>, <a href="https://vectorly.io/docs/docs-page.html#section-2" rel="noopener noreferrer">quickstart</a>)</p> javascript ai webrtc webg