First-person record · Source language: Japanese

To hand image generation to others for work, set up the inputs and steps

In a practice of handing AI editing of product photos to others, a form usable in Japanese and tests for each photo condition were necessary.

Who:: Ray, who built an image generation workflow for product photos and handed it to others
Scope:: Report by one creator / eight photo conditions
Source published:: 2026-10-21
Period observed:: Date of implementation not stated (published October 2026)
Editorial check:: 2026-10-23

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What was confirmed

Turned the instructions into templates and gave users a form centered on a photo and Japanese input.
Tested eight photo conditions. From a case where a background change left unwanted objects, they changed the steps to cut out the product first.

Prepared cutouts, background changes and similar edits for work using ComfyUI and an image editing model.

Letting users edit photos without assembling many settings or English instructions each time.

Narrowed the inputs, checked output by eye with real photos, and adjusted the processing order and usage explanation.

Beyond model choice, the input and checking steps become important design targets in handover.

When handing AI to others, which inputs do you fix, and where does a person check?

The creator's self-report of tests and handover. Number of users, retention and time savings are not given.
Transparent materials, Japanese text and similar cases are said to need visual checks and regeneration.

Links use the original title or a HAKOMIRO source description. Japanese originals retain their published wording.

画像生成 AI を業務に「渡す」ときに必要だったもの (in Japanese, opens in new tab) ↗
Ray / Zenn / 2026-10-21
A description of the environment the author built and tested. It is not an independent replication.