IOPaint
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  • Introduction
  • Install
    • Try Online
    • Windows 1-click Installer
    • Download Model
  • Models
      • LaMa
      • MAT
      • MIGAN
      • LDM
      • ZITS
      • FcF
      • Manga
      • PowerPaint
      • PowerPaint V2
      • BrushNet
      • AnyText
      • InstructPix2Pix
      • PaintByExample
      • Kandinsky
  • File Manager
  • Batch Process
  • Plugins
    • Interactive Segmentation
    • GFPGAN
    • RealESRGAN
    • Remove Background
    • RestoreFormer
    • Anime Segmentation
  • Memory

  • Frequently Asked Questions
  • Introduction
  • Install
    • Try Online
    • Windows 1-click Installer
    • Download Model
  • Models
      • LaMa
      • MAT
      • MIGAN
      • LDM
      • ZITS
        • ZITS vs LaMa
      • FcF
      • Manga
      • PowerPaint
      • PowerPaint V2
      • BrushNet
      • AnyText
      • InstructPix2Pix
      • PaintByExample
      • Kandinsky
  • File Manager
  • Batch Process
  • Plugins
    • Interactive Segmentation
    • GFPGAN
    • RealESRGAN
    • Remove Background
    • RestoreFormer
    • Anime Segmentation
  • Memory

  • Frequently Asked Questions

On This Page

  • ZITS vs LaMa
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OptiClean

An iOS/macOS app that removes unwanted objects from photos using AI, run model fully on device.

Models
Erase
ZITS

Incremental Transformer Structure Enhanced Image Inpainting with Masking Positional Encoding

  • --model zits
  • GitHub: https://github.com/DQiaole/ZITS_inpainting (opens in a new tab)
  • Paper: https://arxiv.org/abs/2203.00867 (opens in a new tab)

ZITS vs LaMa

  • 👍 Better holistic structures compared with previous methods
  • 😐 Wireframe module is very slow on CPU
Original ImageZITSLaMa
zits_originalzits_compare_zitszits_compare_lama
LDMFcF