9.3 Inference Pipeline
: The recommended option; it applies the filter as an editable layer on a Smart Object. neural filters photoshop plugin work
The two networks work in a constant loop until the Generator produces a result that "fools" the Discriminator, resulting in a photorealistic edit that never actually existed in the original file. 2. Cloud vs. Local Processing Cloud vs
Beyond portraiture, the "Colorize" and "Super Zoom" filters demonstrate the predictive power of these neural networks. The Colorize filter does not merely recolor a grayscale image; it analyzes textures, objects, and contextual clues (e.g., recognizing a patch of green as likely grass or a blue shape as sky) to propose a plausible color palette. Similarly, Super Zoom uses AI to hallucinate or "fill in" missing detail when an image is enlarged, predicting what high-frequency texture and sharp edges should look like based on learned patterns. This moves the software into the realm of probabilistic generation. The user is no longer a direct mechanic but a director, guiding and approving the AI's intelligent suggestions. The work becomes a dialogue: the user provides a starting intention, the Neural Filter generates a set of possibilities, and the user refines the output by adjusting sliders that control abstract parameters like "facial age" or "smile intensity." Similarly, Super Zoom uses AI to hallucinate or