It's a web app that runs in the browser. You can mark the timestamps, set a gradient background to look nicer and then export.
It's free and everything happens locally, so it's privacy friendly.
Give it a go an let me know what you think!
Show HN: Turn Your Videos into Screenshots
video2screenshot.com