Model Description:

This model is a LoRA model focused on sketch-to-render conversion, capable of transforming simple line sketches into high-quality, realistic rendered images with a single click. Whether for product design, architectural plans, toy drafts, or automotive concept sketches, the model intelligently recognizes line structures and proportions to automatically generate render effects with realistic lighting, materials, and spatial depth. It is suitable for industrial design visualization, architectural rendering, product concept presentations, and rapid visualization of creative drawings, helping designers efficiently bridge the gap from creative sketches to final rendered results.

Base Prompts:

将草图转换成超现实的3d效果图，呈现逼真的产品形象； (Chinese)

convert the sketch into a hyper-realistic 3d rendering to present a realistic product image; (English)

Supplementary Prompts:

Simply enter the description of your ideal rendered scene.

Recommended Weight: 0.8~1 Steps: 20—30 Sampler: Euler Recommended Checkpoint: F.1 Kontext dev_fp16 / F.1 Kontext dev_fp8 Recommended Weight: 0.9 CFG: 2.5

Hi-Res Upscaler Algorithm 4x_NMKD-Siax_200k

Application Scenarios

E-commerce Display: Quickly generate high-quality scene images to boost product page appeal and conversion rates.

Advertising Creative: Save on staging and lighting costs by achieving highly realistic product scene effects directly through AI.

Brand Material Design: Flexibly use in promotional posters and social media posts, seamlessly blending products into different background styles.

Rapid Mockups: Ideal for designers and photographers during the proposal phase to efficiently generate product showcase images with various lighting and shading effects.