Pull an old photograph from a dusty folder and it rarely meets the screen with grace. Noise creeps into shadows, edges soften, and the fine grain of skin or fabric turns to a vague smear. Aiarty Image Enhancer addresses that gap between memory and the file it became.
Denoising: lift the grain without losing the subject
A well-judged denoiser distinguishes between luminance noise and genuine texture; this one preserves the micro-detail of hair and woven cloth while cleaning the background.
Upscaling: resolution that reads as real
Output reaches 32K, but the value lies less in the number than in how skin pores, eyelashes and fabric threads are generated rather than merely interpolated.
Restoration: give the frame its quiet back
Blur removal and detail reconstruction work together here, pulling a face or a landscape out of soft focus with a restraint that suits print and archive work.
Integration: from the Finder to the finish
Drag a folder of TIFF scans onto the dock icon and Aiarty picks up the queue without a dialogue. It reads the system colour profile from System Settings > Displays and honours it at export, so the image on screen in Preview matches what lands in the ~/Pictures/Aiarty output folder. The app writes standard EXIF tags that Spotlight indexes; searching for “Aiarty” plus a date or a camera model in the Finder pulls up the enhanced file without opening a catalogue first.
Right-click a JPEG in the Finder and the Quick Actions menu offers an Aiarty preset if you have saved one in the app’s Automator-style workflows panel. It is a small bridge, but it turns a single image into a one-click job while you are still sorting a shoot.
For those who prefer a clipboard round‑trip, Aiarty respects the system pasteboard: copy an image from anywhere, click New from Clipboard, process, and copy the result straight back into a Pages layout or a Keynote slide. No intermediate file touches the desktop.
Lightroom Classic: the 3.14 handshake
Version 3.14 tightened the Lightroom Classic connection. Select a batch inside Lightroom, choose Edit In > Aiarty Image Enhancer, and the images open as TIFF copies with the Aiarty processing stack already active. When you save and return, the enhanced version appears stacked alongside the original in the catalogue. No export presets to maintain, no filename guessing.
The same update surfaced EXIF metadata inside the app’s own info panel. Shutter speed, aperture, ISO and lens model are now visible below the before‑and‑after split view. It is a quiet addition, but it changes the way you judge a denoise pass: knowing the original ISO 12800 shot explains the fine‑grain noise, and the result feels earned rather than merely applied.
A working session: three images, thirty minutes
Imagine a folder of scans from a family trip shot on colour negative film in 2003. The scanner left a faint cyan cast and grain the size of sand.
The first image opens into the Before/After split. You pull the slider left to right across a child’s face: the before side is murky, the after side already looks lighter because the default model has lifted the veil of scanner noise. You switch the model from More Detail to Smooth and the grain structure changes — not erased, but tightened, the way a darkroom print looks when you move from RC to fibre paper. A touch of the Face Refinement checkbox brings back the catchlight in the eyes that the scanner had flattened.
The second image is a landscape with deep shadow under trees. The Denoise slider moves to 60; any higher and the bark texture begins to read as painted. You zoom to 200 %. The moss on a branch holds its fuzzy edge while the colour noise in the blue sky dissolves. Export as an AVIF with the Preserve Metadata box checked, and the GPS coordinates from the original scan’s sidecar file survive.
The third image needs upscaling for a 60‑cm print. You select 4x from the output size menu and choose the Art model, which treats film grain as texture rather than defect. Processing takes about forty seconds on an Apple Silicon Mac. The resulting TIFF opens in Preview at 1:1 and the grain is present, organic, not a digital guess. You save a preset called “Film scan to print” that remembers the model, the output format and the colour space for next time.
In short: a session moves from scan to finished image without switching between three different tools, and the decisions stick as presets that the Finder and Lightroom can call without reopening the full interface.
Upscale for print: a complete walkthrough
A photographer has a 2400 × 1600‑pixel JPEG of a bird in low evening light. The brief is an A3 archival print at 300 dpi — roughly 3508 × 4961 pixels. The original file shows feather detail in the breast plumage but carries luminance noise in the out‑of‑focus background, and the eye lacks the micro‑contrast that makes a wildlife print feel alive.
- Open the JPEG directly from the desktop; Aiarty detects the sRGB profile and matches it to the display.
- Set the view to Split: Horizontal and zoom to 100 % on the bird’s eye. The left pane shows the original: the pupil edge is soft, the highlight smeared.
- Choose the More Detail model. The right pane redraws: the eye sharpens, the highlight gains a crisp rim, and the barbs of the breast feathers separate.
- Engage Denoise at 40. The background smooths without halos around the bird’s silhouette. A quick toggle to Original view confirms the noise reduction has not stolen feather texture.
- Select Custom Scale and enter 3508 pixels on the long edge. The app locks the aspect ratio; the short edge calculates to 2339 pixels — close enough to crop.
- Check Sharpen for Print. The preview at 50 % shows a subtle edge contrast lift that compensates for ink spread on matte paper.
- Export as 16‑bit TIFF, Adobe RGB, with EXIF data preserved. The file lands in the output folder with
_enhancedappended to the filename. - Open the TIFF in Preview or Photoshop, apply a final crop to A3 ratio, and send to the printer. The eye holds its detail at full size, and the plumage reads as feathers, not as a digital artefact.
What began as a well‑composed but technically thin frame becomes a print‑ready file in under a minute of decision‑making. The heavy lifting — the pixel generation, the noise profiling, the sharpening radius — stays inside the model, and the human time goes into judgement, not into slider fatigue.
LeCoqRoti


Correspondence 0
Take a chair or join the table to send a letter.
No correspondence on this note yet. Letters are read before they appear.