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Z-Image Turbo Inpaint

wavespeed-ai/z-image/turbo-inpaint

Z-Image Turbo Inpaint delivers ultra-fast image inpainting with natural-language instructions—seamlessly fill, fix, or replace regions in your images with production-quality results. Ready-to-use REST inference API, best performance, no cold starts, affordable pricing.

Hint: You can drag and drop a file or click to upload

preview

Hint: You can drag and drop a file or click to upload

mask

Idle

A handsome anime-style man in his early 30s with medium-length wavy chestnut brown hair, slightly tousled with natural volume, and a well-groomed short beard. He sits in a warm-lit café interior, facing the camera with a gentle, relaxed smile and kind eyes. His eyes are large and expressive in classic anime style, with warm brown irises and soft highlights. He wears a dark olive-green casual jacket over a dark inner shirt, with the collar slightly open. The background shows a cozy café atmosphere with blurred warm wooden furniture, soft ambient lighting, and hints of windows casting golden light. The lighting is soft and warm, coming from the upper left, creating gentle shadows on the right side of his face. The art style is high-quality Japanese anime illustration with clean line art, smooth cel-shading, and warm color palette. The composition is a close-up portrait from chest up, with shallow depth of field. Makoto Shinkai cinematic style, detailed anime illustration, 4K quality.

Your request will cost $0.02 per run.

For $1 you can run this model approximately 50 times.

One more thing::

ExamplesView all

A handsome anime-style man in his early 30s with medium-length wavy chestnut brown hair, slightly tousled with natural volume, and a well-groomed short beard. He sits in a warm-lit café interior, facing the camera with a gentle, relaxed smile and kind eyes. His eyes are large and expressive in classic anime style, with warm brown irises and soft highlights. He wears a dark olive-green casual jacket over a dark inner shirt, with the collar slightly open. The background shows a cozy café atmosphere with blurred warm wooden furniture, soft ambient lighting, and hints of windows casting golden light. The lighting is soft and warm, coming from the upper left, creating gentle shadows on the right side of his face. The art style is high-quality Japanese anime illustration with clean line art, smooth cel-shading, and warm color palette. The composition is a close-up portrait from chest up, with shallow depth of field. Makoto Shinkai cinematic style, detailed anime illustration, 4K quality.

README

Z-Image Turbo Inpaint

Z-Image Turbo Inpaint is a fast, production-ready inpainting model for removing, repairing, or replacing specific regions in an image using simple natural-language instructions. Provide an image plus a mask, describe what you want to happen, and the model blends the edited region naturally into the original scene—optimized for low latency and clean results.

Where Z-Image Turbo Inpaint shines

  • Product photo cleanup (remove dust, labels, reflections, minor defects)
  • Object removal and background repair
  • Photo restoration and localized fixes
  • High-throughput pipelines that need consistent, quick turnaround

Key benefits

  • Natural, seamless blending Reconstructs masked regions with realistic texture, lighting, and structure to minimize visible seams.

  • Prompt-driven control Use plain English to specify what to remove or what should replace the masked area.

  • Fast iteration at scale Built for rapid reruns—ideal for design iteration, batch processing, and automation.

  • Simple API integration Straightforward inputs (image, mask, prompt) with stable behavior and no cold starts.

How it works

  1. Provide an input image.
  2. Provide a mask that marks the region to modify (the masked area is what the model will change).
  3. Provide a prompt describing the intended edit.
  4. The model fills or replaces the masked region while keeping the rest of the image stable.

Pricing

  • $0.02 per inpainted image

Tips for best results

  • Mask only what you need, then expand slightly if artifacts remain.
  • Use clean mask edges for structured objects; use softer/feathered edges for textures like hair, smoke, or fabric.
  • Be specific in the prompt when replacing content (object type, material, lighting, style).

More Image Tools on WaveSpeedAI

  • FLUX.2 [max] Edit — Production-grade AI image editing with natural-language instructions and precise control for high-fidelity commercial creative workflows.

  • FLUX.2 [flex] Edit — Fast, controllable AI image editing for clean inpainting, color-accurate adjustments, and consistent style preservation at scale.

  • Qwen Edit Plus — Prompt-driven AI inpainting and local image edits with strong composition preservation, ideal for background cleanup and targeted refinements.