Img2img/from image batch with ControlNet

[AladdinFPV]

Hi, I'm wondering what's the best way to do img2img batch processing while using controlnet.

And yes sorry I've checked many topics and up to now really can't find anyway to do what I actually want.

End goal: apply a style to a video.
Process:
1- convert my video to PNGs.
2-in Img2img/From Image tab, I upload the "style image" which is a random photo that has the style I want.
3-upload one of frames (PNG) of my video in contronNet
4-write a prompt and select settings.
5-generate a photo until I'm happy with the result, then lock the seed.
6-remove the image selected in controlnet, remove the image in the Init tab, and head to batch mode in img2img.
7-click generate.

-The images coming from the batch process are completely different from the one processed in Img2img, even the first one which is the one selected in controlnet initially.
-From what I can tell, Batch processing only uses controlnet image + the prompt.
-Is there a way to keep the init image as a style, for every processed image in the batch and apply the style to the batch?

Thanks a lot!