Deleting text from a photo is not really deletion — the pixels under the letters were never captured, so any method has to *reconstruct* them. How convincing the result looks depends almost entirely on what the text was sitting on.

Method 1: Crop It Out (Most Reliable)

If the text sits near an edge — a timestamp, a caption bar, a logo in the corner — just crop it away. Nothing is invented, so nothing can look wrong. The cost is composition and aspect ratio, both of which you control. Try this first; people skip it and reach for complicated tools far too often.

Method 2: Cover It (Reliable, Visible)

Place a solid shape, a color block or a new text label over the old one. On a flat background — a plain wall, a solid-color product backdrop, a white sheet — a rectangle sampled from the surrounding color is indistinguishable from a real fix. On a gradient or texture, it reads as a patch, which may be perfectly acceptable for a screenshot or a document but not for a portfolio photo.

Method 3: Clone / Patch From Nearby (Good on Texture)

Copy a clean region from elsewhere in the image over the text. This works surprisingly well on repetitive textures: grass, sand, foliage, brick, carpet, sky with even cloud. It fails on anything with structure that must line up — faces, text, straight architectural lines, logos — because the seam is instantly visible.

Method 4: AI Inpainting (Best on Complex Backgrounds)

Generative fill analyzes the surroundings and synthesizes plausible new pixels. It handles gradients and irregular textures far better than cloning. Two caveats: the result is *invented*, not recovered, so never use it on evidentiary or documentary images; and it can hallucinate odd artifacts, so always zoom to 100% and inspect the patched area.

Choosing Fast

Background under the textUse
Text near the edgeCrop
Flat, single colorCover with a sampled block
Repetitive textureClone from nearby
Gradient / complex sceneAI inpainting

The Legal Line

Removing *your own* stray text, a date stamp or an accidental caption is unremarkable. Removing a watermark or copyright notice from someone else's image to use it is a different matter — in many jurisdictions, stripping rights-management information is an offence in its own right, separate from the underlying infringement. If you need an image without a watermark, license it; the tooling question is the easy part, and getting it wrong is expensive.