Dial age up or down, or adjust hair thickness naturally.

Fully tested and implemented tools that are stable and ready for commercial use.

To see these improvements for yourself:

Prior versions of these filters frequently produced noticeable artifacts, unnatural skin textures, and edge-bleeding errors. The 2023 engine overhauled these models. The result was a dramatic leap forward in edge detection, texture retention, and computational speed, making the tools viable for high-resolution commercial print and digital outputs. Key Enhancements: Why 2023 Was Better

. These filters allow you to perform complex, non-destructive edits—like changing facial expressions or restoring old photos—that were previously labor-intensive or impossible. Key Features and Improvements in 2023 Photo Restoration

| Action | 2022 (Local) | 2023 (Local) | 2023 (Cloud) | |--------|--------------|--------------|---------------| | Skin Smoothing (24MP image) | 2.1 sec | 1.2 sec | N/A | | Landscape Mixer (12MP preview) | 8 sec (beta) | 2.5 sec | 12 sec (4K final) | | Colorize B&W (10MP portrait) | 4 sec | 2.8 sec | N/A | | Depth Blur – hair edge accuracy | 64% | 88% | 94% (cloud) |

In 2023, Adobe bifurcated the Neural Filters architecture more clearly:

:

: Perfect for portraiture, this tool targets skin texture to remove blemishes and uniformize tone while preserving natural details like pores and hair.

Treat Neural Filters as a foundational step, not the final product. Use Skin Smoothing to clear up general blemishes over 80% of the image in one click, then use the standard Healing Brush to clean up the tricky 20% that the AI missed.

Right-click your duplicated layer and select Convert to Smart Object . This ensures that any filter you apply can be adjusted or removed later.

Key findings indicate that Neural Filters in 2023 have transitioned from “creative toys” to essential production tools, particularly for portrait retouching, color grading, and environmental background generation. However, reliance on cloud processing for high-resolution outputs remains a limiting factor for offline workflows.

Illustrators used the Landscape Mixer and Depth Blur filters to rapidly iterate background environments and lighting scenarios during the brainstorming phase of production. The Blueprint for Future Innovation

For , these tools act as a powerful starting point. A retoucher can use a Neural Filter to handle the first 80% of the heavy lifting (like basic blemish cleaning or background color matching) in five seconds, leaving them with more time to manually perfect the final 20% of creative detailing. Conclusion: The New Era of Digital Artistry

Unlike traditional filters that merely shift existing pixels (like blurring or sharpening), Neural Filters can recreate parts of an image. The technology can colorize a black-and-white photograph, change the direction of a person's gaze, alter their age, or even blend the lighting of one image into another seamlessly. Furthermore, the process is , meaning you can apply a filter, adjust its strength, and toggle it on and off without permanently altering your original image.