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3 posts tagged with "react"

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Building Scalable Video Generation with Remotion and Docker: A Developer's Complete Guide

· 7 min read
Scott Havird
Engineer

If you've ever wanted to programmatically generate videos at scale, you've probably discovered that traditional video editing tools don't cut it for automated workflows. Enter Remotion—a React-based video generation framework that lets you create videos using familiar web technologies. But here's the kicker: when you combine Remotion with Docker and GitHub Actions, you get a production-ready video generation pipeline that can scale from your laptop to the cloud.

React video player and konva

· 2 min read
Scott Havird
Engineer
react video player and konva

Motivation

I work with very talented data scientists and engineers. A lot of the models they are building are used to identify objects and actions in a video. Their models produce raw results in a CSV, JSON format. It is difficult to validate their results just from looking at the raw data. We have tried to feed the data into 3rd party tools to visualize the data in graphs, and there are a lot of python projects that can draw bounding boxes on images or videos .. but there doesn't seem to be a good solution to visualize bounding boxes on a video on a website.