Before After

What Seedream V5 Lite Uncensored Can Actually Edit: 5 Real Examples

What Seedream V5 Lite Uncensored Can Actually Edit: 5 Real Examples

Seedream V5 Lite Uncensored: 5 Before and After Edits

Seedream V5 Lite Uncensored was tested with five real editing tasks to show what the model can edit reliably. Each section shows the input image, the edit prompt, and the edited output.

Model page: https://wiro.ai/models/bytedance/seedream-v5-lite-uncensored

Test setup

All runs used resolution 2K and one output per test. Inputs were standard product and scene photos. Elapsed run times listed in the table below.

Edits

1) Product packshot — water bottle

Matte black water bottle on light gray background
Prompt: Photorealistic studio product photo of a matte black stainless steel water bottle standing on a light gray background, soft diffused lighting, crisp edges, 50mm lens, high detail.
Water bottle converted to white packshot with soft shadow
Prompt: Turn this into a clean e-commerce packshot. Replace the background with pure white. Keep the bottle shape and edges unchanged. Add a soft natural shadow under the bottle. Remove harsh reflections. Keep the lighting realistic.

2) Product studio cleanup — sneakers

White low top sneakers on wooden floor
Prompt: Photorealistic close-up of white low-top sneakers on a warm wooden floor, natural window light, shallow depth of field, clean background, high detail, realistic textures.
Red sneakers on white studio background
Prompt: Replace the wooden floor background with a clean off-white studio backdrop. Change the sneaker color to deep red with matte finish. Remove scuff marks and increase texture detail. Add a soft shadow under the shoes.

3) Outfit transfer — portrait

Waist up portrait wearing plain gray t shirt
Prompt: Photorealistic waist-up portrait of a person wearing a plain light gray t-shirt, neutral studio background, soft even lighting, sharp face detail, natural skin texture, 85mm lens, shallow depth of field.
Portrait with bomber jacket transferred onto subject
Prompt: Replace the plain t shirt with the olive green bomber jacket from the reference image. Keep face, pose, and lighting unchanged. Maintain realistic fabric fit and natural shadows.

4) Scene relight — city street

City street in clear afternoon light
Prompt: Photorealistic wide shot of a modern city street on a clear afternoon, storefronts and pedestrians, a few cars, realistic perspective, crisp details, natural colors.
City street transformed to rainy evening with wet reflections
Prompt: Transform the scene to a rainy evening. Add wet reflections on the pavement, warm orange streetlights, fewer pedestrians, and moody lighting. Keep camera angle and perspective intact.

5) Object removal and fill — desk scene

Desk scene with laptop and ceramic coffee cup
Prompt: Photorealistic desk scene with an open laptop on a light wooden desk, a ceramic coffee cup on the right, a notebook and pen on the left, soft morning window light, realistic shadows, high detail.
Desk scene with coffee cup removed and desk extended
Prompt: Remove the ceramic coffee cup from the desk. Extend the wooden desk surface seamlessly to the right to fill the gap. Keep all shadows consistent and maintain realistic textures.

Summary table

Edit Model Run time (s)
Water bottle packshot Seedream V5 Lite Uncensored 33
Sneakers studio cleanup Seedream V5 Lite Uncensored 38
Outfit transfer Seedream V5 Lite Uncensored 36
City street relight Seedream V5 Lite Uncensored 50
Desk object removal Seedream V5 Lite Uncensored 37

Quick verdict

The model handles background swaps and object removal well for clean studio shots. Outfit transfer keeps face and pose stable most of the time but can alter fine fabric folds. Complex relighting works but needs careful prompt wording to keep reflections consistent. Overall, Seedream V5 Lite Uncensored produces usable edits for e-commerce and editorial workflows when prompts focus on shape preservation and lighting.

CTA: Try the model at https://wiro.ai/models/bytedance/seedream-v5-lite-uncensored


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