Stable Diffusion ControlNet Not Following Pose Instructions and the Preprocessing Pipeline Fix That Corrected Alignment
In recent months, the world of AI-generated imagery has advanced dramatically, with Stable Diffusion and its partner extension ControlNet leading the way in controllable image generation. Yet, despite their popularity and impressive capabilities, users and developers alike noticed a recurring challenge — ControlNet would frequently fail to follow pose instructions accurately, resulting in misaligned outputs. […]



