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Detailed Introduction: Eight Generation Methods of Image to Image

1. Quickly grasp for eight generation methods of 'Image to Image'

  • Smart Repaint: Convert realistic image to anime style, and add more details.

    The effect image of Smart Repaint
  • Pose recognition: Redraw image based on the reference character's pose.

    The effect image of Pose recognition
  • Edge Repaint: Based canny、repaint and colorize line art

    The effect image of Edge Repaint
  • Line Repaint: Repaint image based on the lines of original image

    The effect image of Line Repaint
  • Coloring Line Art: Colorize the sketch

    The effect image of Coloring Line Art
  • Style Fixation: Retain the style of the image and add other details

    The effect image of Style Fixation
  • Expression Control: Redraw image based on the reference character's facial expression

    The effect image of Expression Control
  • Scene Repaint: Repaint scene of the image based on the original image

    The effect image of Scene Repaint

2. The difference among 'Repaint'.

When it comes to 'Repaint', there are three features that support this: 'Edge Repaint', 'Corloring Line Art' and 'Line Repaint'.

You may be wondering what the difference is between the three of them. Here are some comparison images for your better understanding.

Feature
Repaint Image
Coloring Line Art
Line Repaint
Coloring sketch

Work Best
Repaint image

Work Best

Coloring sketch

As for 'coloring sketch', all three of them can support.
But from the comparison images below, we can easily see that 'Coloring Line Art' works best.

(Original image---Coloring Line Art---Line Repaint---Edge Repaint)

Sketch colorized by AnimeGenius

Repaint image

As for 'repaint image', only teo features can support, which is 'Edge Repaint' and 'Line Repaint'.
You could see that 'Line Repaint' will be closer to the original image.

(Original image---Edge Repaint---Line Repaint)

Image repainted by AnimeGenius

3. Applications of Generation Methods

Realistic image to anime style

Steps:

Click
'Smart Repaint'

Upload
realistic image

Choose
model and lora

Write
prompts

Click
Generate

Reference:

Prompts--(masterpiece), best quality, expressive eyes, perfect face, Black hair, curly hair, purple eyes, study, sunshine, white window screens, wind, smiling face, gentle smiling face

Model & lora-- ReamuMix & Add More Details(Detail Enhancer)

Effect:

Turn realistic image into anime style made by AnimeGenius

Scene Repaint

Steps:

Click
'Scene Repaint'

Upload
your scene image

Write
prompts

Click
Generate

Reference:

Prompts--(classic style), no_humans, (sakura tree),scenery, outdoors, sky, asian_architecture, tree, architecture, flowers, day, cloud, building

Effect:

Scene repainted by AnimeGenius

Pose Recognition

Steps:

Click
'Pose Recognition'

Upload
reference character's pose image

Choose
model and lora

Write
prompts

Click
Generate

Reference:

Prompts--(masterpiece), best quality, expressive eyes, perfect face, Black hair, curly hair, purple eyes, study, sunshine, white window screens, wind, smiling face, gentle smiling face

Model & lora-- HIJKLMix Anime & Add More Details(Detail Enhancer)

Effect:

Pose recognition made by AnimeGenius

You also can use our 'Pose to Image' feature to generate images based on your reference character's pose. But you can customize the pose of the model using 'Pose to Image' feature.

4. Attention for some tips

4.1 General tips:

  • Don't just upload a image without writing prompts.
  • If you write prompts that are completely unrelated to the original image, you will get a poor quality image.
  • It is almost impossible to completely change the content of an image using prompts.

4.2 Specific tips:

  • [Pose Recognition]
    • Write prompts to describe your pose: This doesn't mean that it's enough for you to upload a image of the pose, you'd better add the appropriate description of the pose inside the prompts as well.
    • Choose poses that are easy to describe: If your pose is a bit complicated, then the AI may not be able to understand it. That's why AI generates bad hand.
  • [Scene Repaint]
    • The prompt should include a description of the original image's scene: If you just write the style prompts you want, the AI may generate a completely different image.
    • The composition and layout should not differ too much: If not, the output image may be not meet your expectation.

5. Limitations for Image to Image

We apologize for not being able to provide the following features, but that doesn't affect you to generate high quality images.

Not support SDXL model

No composition for multi-character images

6. Conclusion

Hopefully you've have a deeper understanding of Image to Image feature of AnimeGenius. Just use eight features to create your customized images.

Experience more gameplay options in AnimeGenius

Enjoy it!
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