I can't remember tbh, it was a long time since I experimented with it.
This was only a test I did to see how it would work with faceswap:
I made this by using the batch function in img2img. First open the source in photoshop, crop it to the right resolution and adjust the length of the video. Then export it as video frames (images). Put these in an input folder. Now you can use these video frames as input or source images in img2img and do what ever changes you wish, including using controlnet. Save the output images in an output folder. Now you need to put it back together into a video again. I used Flowframes. It can double the fps if you wish.
Tutorial:
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Keep in mind that converting the files to webm is decreasing the quality.