The following method works for DockerDesktop v4.29 and a few version below. It may not apply to higher version. If anyone knows how to config this for higher version, please let us know.

1. Install DockerDesktop v4.29. Do not start it.
2. Go to C:\Users{username}\AppData\Roaming\Docker, there should be no setting.json file.
3. Now start DockerDesktop, you should see setting.json is generated.
4. Stop/quit Docker
5. Open setting.json, find "customWslDistroDir" and set it to "D:\{yourdocker}\{images}"
6. Restart Docker
7. Check Setting\Resources, you should see your image path there.