I operate Image to Image, a web editor for revising an existing photo with a source image and a text instruction. This page and the resources below are my own publications, not independent recommendations.

• Open the image editor: upload a JPG, PNG or WebP, describe the change, compare the reviewed result and download it. No product account is required. Images are uploaded when an edit is requested.
• Use the free Image Editing Prompt Builder: assemble an instruction from one change and the details to preserve. This separate text tool works locally without uploading photos, generating images or calling an AI API. Its six templates are starting instructions.
• Read the prompting guide: learn how to check product shape, proportions, text, material, color and shadows after an edit.

The white-chair background example includes the original photo, exact instruction and real generated output. It produced a green studio scene, but the framing, seat edge and leg details also changed. It is one operator-produced example, not a model benchmark or a promise of pixel-identical product preservation. Use conventional cutouts/compositing when the original product pixels must remain unchanged.

The editor offers one trial edit per day subject to service capacity and content review. One-time packs are US$0.99 for 5 edits or US$14.99 for 100 before applicable checkout taxes; there is no subscription or automatic renewal. Output is up to 1024 pixels on the longest side. See current prices.

Deepfakes, face swaps and impersonation are prohibited. Read the content standards and privacy policy before uploading pictures. Support and content reports: liubrain39@gmail.com.

The original prompt-guide source is public; the editor application source is private. Published links and examples do not establish search indexing, a search ranking or an AI-platform recommendation.

QuietTake Noise Remover cleans background noise from short voice recordings with RNNoise running locally in the browser. No account or audio upload is required.

Choose Gentle, Balanced or Strong processing, compare the original and cleaned recording, then download a WAV file. Files must be no larger than 50 MB and no longer than 5 minutes. Input-format support depends on the browser.

Useful for short voice notes, interview excerpts, podcast clips and spoken tutorials with steady background noise.

I maintain ModLab, an independent Universal Modder guide. The free Mindustry homing lab includes original MIT source, a mod ZIP, screenshots, a video montage and recovery steps. It uses Mindustry's built-in JSON/JavaScript mod API. Playing the supplied ZIP needs no coding agent, fal API key or paid assets; agent usage charges may apply when editing.

Recorded tests cover Mindustry 160.7, mod 0.1.0 and macOS 15.7 in single-player. Other systems and multiplayer remain untested. Recorded runs use a fixed arena with scripted targets.