Eachlabs | AI Workflows for app builders

Image Merger

L40S 45GB
Fast Inference
REST API
Model Information
Response Time:~24 sec
Status:Active
Version:
0.0.1
Updated:8 days ago

image-merger

Live Demo
Average runtime: ~24 seconds

Input

Configure model parameters

Output

View generated results

Result

Preview, share or download your results with a single click.

Preview

Overview

The Image Merger model is designed for creating seamless and compelling merged images by combining two input images with flexible customization options. This model supports a variety of parameters, allowing users to control the blending, composition, and final output characteristics effectively. Whether for artistic creation, visual experimentation, or content generation, this model provides a versatile approach to merging images creatively.

Technical Specifications

  • Merging Technique: Image Merger employs advanced algorithms to blend two images based on their relative strengths and selected merge mode.
  • Customization Options: Users can fine-tune a variety of parameters, including strength adjustments, dimensions, and animation settings on Image Merger.

Key Considerations

  • Image Alignment:
    • Ensure that input images align well contextually and visually for better results.
  • Performance Impact:
    • Higher steps or enabling upscale_2x may result in longer processing times but yield better quality.
  • Animation Requirements:
    • When animate is enabled, ensure the animate_frames parameter is set appropriately to control the smoothness of animation.

Tips & Tricks

  • Strength Settings:
    • Use image_1_strength and image_2_strength values between 0.4 and 0.6 for balanced merging.
    • For emphasis on one image, set its strength closer to 1.0 while reducing the other to 0.2 or lower.
  • Merge Modes:
    • Choose left_right for symmetrical merges or top_bottom for contrasting vertical compositions.
    • Use full for a comprehensive blend of both images.
  • Prompt Tuning:
    • Add specific descriptors in the prompt to guide the artistic style, such as "ethereal lighting" or "abstract patterns."
    • Avoid contradictions in prompt and negative_prompt to maintain consistent outputs.
  • Control Parameters:
    • For precise outputs, provide a control_image and adjust steps to 30-40 for refinement.
    • When combining artistic and realistic styles, use moderate style_strength values (e.g., 0.5).
  • Upscaling and Dimensions:
    • Enable upscale_2x for high-resolution outputs when creating detailed visuals.
    • Adjust width and height to fit your intended use case, ensuring they align with aspect ratios of input images.
  • Animation Enhancements:
    • Use animate with animate_frames set between 10-20 for smooth transitions.
    • Ensure that steps are sufficiently high (30-40) to maintain quality across frames.

Capabilities

  • Creating artistic and realistic image blends with Image Merger.
  • Generating dynamic animations with smooth transitions.
  • Producing high-quality visuals with detailed customization options.

What can I use for?

  • Creative Projects:
    • Combine abstract and realistic elements for unique visuals.
    • Merge artistic styles to create innovative designs.
  • Content Generation:
    • Develop visually appealing graphics for digital media.
    • Generate animated sequences for storytelling or presentations.

Things to be aware of

  • Blend two landscapes using full mode for an artistic fusion.
  • Use style_image with a moderate style_strength to add artistic flair.
  • Enable animate and experiment with frame counts for creative motion effects.
  • Create a split composition with left_right or top_bottom merge modes for contrasting visuals.

Limitations

  • Complex Blends: Highly complex images may not blend seamlessly, leading to visible artifacts.
  • Extreme Parameter Values: Using extreme values for strength parameters can result in distorted outputs.
  • Prompt Sensitivity: Ambiguous or conflicting prompts may produce unpredictable results.

Output Format:PNG