This article has a lot of good points and suggestions for site creators, but for consumers, there is something you can use: the Decentraleyes browser addon (https://decentraleyes.org/). It basically intercepts calls to well-known centralized CDNs and serves it locally from the browser without issuing any network calls whatsoever.