Unexpected artifacts or mismatched results usually stem from unclear prompts, low-quality input images, or conflicting style instructions. First, review your prompt for specificity and clarity—add more descriptive terms about lighting, composition, style, and mood. Expand your negative prompt to exclude visible artifacts like "distorted, blurry, noisy, oversaturated, artifacts." If the input image is low resolution or poorly lit, try enhancing it first or using a clearer source. For persistent issues, experiment with alternative models:
Qwen Image 2 Edit offers different processing approaches that may handle your specific image better. Remember that AI transformations work best with clear, high-quality inputs and detailed, unambiguous prompts. Iterating on prompt wording often resolves most quality issues.