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Consistency is a checklist, not luck. Check these five things on every generated shot before it goes into the edit.

What you get

Every shot checked before it reaches the edit.

Time to read

About 3 minutes. Each step works with any toolset.

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What you need

  • Your real product photo as a locked reference
  • The generated shots you plan to use
  • A few minutes per shot to zoom in and compare

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Steps

1

Label fidelity

Text and logos on the pack should read exactly as they do on the real product. Zoom in on every shot.
2

Proportions

The product should be the same shape and size relative to hands and props across every shot.
3

Colour accuracy

Compare the pack colour against one locked reference image, not against the previous shot.
4

Material

Glass should stay glass and matte should stay matte. Watch for surfaces that turn glossy or plastic.
5

Lighting continuity

Light direction and warmth should match from shot to shot so the cut feels like one film.

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Try it

Use this checklist on each generated shot. Check all five before the shot goes into the edit.
Keep the product out of the generated layer. For hero shots, composite the real product photo onto the generated scene instead of asking the model to redraw it.
Avoid this: fixing it in the edit. A warped label rarely survives colour and sharpening fixes. Regenerate the shot instead.

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Before you publish

  • Label fidelity
  • Proportions
  • Colour accuracy
  • Material
  • Lighting continuity

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Two ways to go further

Let Vinci make it

Our team checks every shot against your real product before anything ships. Book a demo to get started.

Free and open source Vinci

Run the Vinci studio on your own machine with your own model keys. It shows the price before every job.

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Run this workflow in the open source studio

These skills cover this guide: @tryvinci/image-generate, @tryvinci/first-last-frame, @tryvinci/image-upscale.
1

Install and start in demo mode

Demo mode uses practice providers, so it costs nothing and needs no key.
2

Open a skill

Open the studio at http://127.0.0.1:4310/studio and pick image-generate.
3

Connect your own keys when ready

Add provider keys under Connect. Live spend stays off until you set VINCI_ALLOW_LIVE_SPEND=1, and every job shows its price first.

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