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Smart Crop: get a framing suggestion without surrendering the crop

Choose Auto, freeform, or a common destination ratio. Local saliency and face assistance propose a rectangle; you can drag it, resize it, or type exact geometry while safe-zone guides show what a social interface may cover.

Your image stays on this device. Nothing starts until you choose a file.

Result proof

Exact crop geometry with matching mask dimensions

01

Input

Full source + optional mask

02

Local pass

Suggest, review, Apply

03

Result

Exact-size PNG

How to verify it: Confirm the reported pixel dimensions, inspect each edge, and compare important context. In the editor, undo and redo should restore both image pixels and mask dimensions together.

Editable framing suggestion: Original frame, Score + adjust, Exact-aspect cropEditable framing suggestionINPUTOriginal frameSCORE + ADJUST4:5SUGGESTION ONLY UNTIL APPLYOUTPUTExact-aspect cropCOMPLETENo change before Apply

Assisted, not automatic

A framing suggestion that waits for your approval

Local contrast saliency and real MediaPipe face bounds suggest a crop for Auto, freeform, or common social ratios. The explicit Suggest action may fetch about 15 MB once; the rectangle remains editable before any pixels change.

~15 MB

Pinned face-assist first use

01

Useful presets

Review Auto, freeform, 1:1, 4:5, 9:16, 16:9, and 3:2 framing with social safe-zone guides.

02

Exact geometry

Numeric x, y, width, and height controls provide a keyboard-operable alternative to the canvas overlay.

03

Atomic mask crop

Apply resamples the image and its current mask together, so undo, redo, and export retain matching dimensions.

Know before you process: If both GPU and CPU face-landmarker delegates fail, the labelled fallback uses contrast and rule-of-thirds cues only. It never invents faces from skin colour and cannot understand narrative importance.

What the local score can—and cannot—understand

The scan looks for contrast and detail distribution, then adds real face bounds from the pinned MediaPipe task when available before evaluating possible frames. Suggest framing can fetch about 15 MB once and cache it. If both GPU and CPU delegates fail, the tool reports a contrast-only fallback rather than substituting a skin-colour guess. The editable overlay remains the authority.

What people use this for

Portrait social posts

Frame 4:5 or 9:16 while keeping faces and important detail away from interface safe zones.

Product listings

Create consistent 1:1 or 4:5 crops, then enter exact bounds for repeatable spacing.

Thumbnails and banners

Review 16:9 framing before text or interface chrome covers the edge of the subject.

Batch-style consistency

Use the same ratio and numeric geometry approach across a group of related images.

Limits worth knowing

  • High contrast can attract the score even when it is not the narrative subject.
  • Face assistance can miss profiles, small faces, illustrations, occlusion, or unusual lighting.
  • Cropping removes pixels outside the rectangle; it does not extend the scene or generate missing background.
  • Safe-zone guides are general composition aids and do not replace checking the current destination interface.

How the local workflow runs

  1. Load the source and choose Auto, freeform, or a destination aspect ratio.
  2. Request a local suggestion; cancellation leaves the source unchanged and allows an immediate retry.
  3. Drag, resize, or enter exact x, y, width, and height values while reviewing safe zones.
  4. Press Apply crop only after the rectangle contains the context you need.
  5. Verify the exact output dimensions, then download or use editor undo/redo to compare.

Frequently asked questions

Is Smart Crop a generative AI tool?

No. It combines classical local-contrast scoring with real face bounds from the pinned MediaPipe landmark task. It does not generate, extend, or invent pixels.

Does requesting a suggestion change my image?

No. The suggestion is an editable overlay. The source and current mask change only after you press Apply crop.

Which crop ratios are available?

Choose Auto, freeform, 1:1, 4:5, 9:16, 16:9, or 3:2. Portrait presets include safe-zone guides for common social layouts.

Can I enter exact crop dimensions?

Yes. Use numeric x, y, width, and height fields as a keyboard-operable alternative to dragging and resizing the overlay.

What happens to an existing background-removal mask?

The image and mask are cropped and resampled atomically to matching dimensions. Undo and redo restore both together, preventing stretched or corrupted exports.

Why did the suggestion miss the important subject?

Saliency measures visual contrast and composition signals, not narrative importance. Move or resize the crop whenever context, text, or a low-contrast subject matters more.

Does Smart Crop upload or download a model?

It never uploads the image. Pressing Suggest framing can fetch approximately 15 MB for the pinned face task and MediaPipe runtime, which are cached. If that detector cannot run, the tool clearly falls back to contrast and rule-of-thirds scoring without inventing face boxes.

Ready to try it?

No upload; ~15 MB cached face assistance can start only after Suggest, and no pixels change until Apply.

Suggest a crop