Controlled Fluidity: The 'Reverse-Engineered I2I' Workflow

Controlled Fluidity: The "Reverse-Engineered I2I" Workflow. 🐢💭 A closer look at the smoke sequence. To achieve absolute environmental consistency, I utilized a "Reverse-I2I" technique. #HiggsfieldAction ➡️ The End Frame (Img 2): Created the complex smoke simulation first to define the fluid dynamics and occlusion. ➡️ The Start Frame (Img 1): Used Nano Banana Pro to "de-smoke" the end frame via I2I. By generating the start from the end, I ensured that every furniture grain and character detail remained pixel-perfect between the two states. This method allows Higgsfield to calculate the transition with zero "hallucination," resulting in smoke that naturally interacts with the Kotatsu’s geometry. 👇 Please feel free to check out the full entry here: https://t.co/QqX8Kzf3aD Feedback is much appreciated. 🐾