FLUX-Controlnet-Inpainting：基于 ControlNet 和 FLUX.1-dev 的图像修复工具

Alimama-Creative 团队开发的的基于FLUX.1-dev 模型的图像修复工具。 它是ControlNet和FLUX.1-dev 的结合，利用ControlNet 的控制能力引导FLUX.1-dev 从输入图像中生成修复内容，并能够应用于不同的场景中。其主要应用包括对损坏或缺失的图像部分进行智能填补，同时保持视觉一致性和逼真效果。 图像修复和生成 ：继承了FLUX.1-dev模型的高质量图像生成能力，可以生成自然、逼真的修复结果，用户可以通过此工具在图像损坏或缺失的部分进行修复，特别适合需要高精度的图像处理任务。 风格转换与优化 ：对于需要生成新图像内容或修改现有内容的项目，FLUX-Controlnet 提供了良好的支持。 利用ControlNet能力，可以根据图像的边缘、线稿、深度图等信息进行修复 功能特点： 图像修复（Inpainting） ：通过使用 ControlNet 模型对图像进行修复和补全。可以在图像中指定区域进行修补，生成与周围环境一致且自然的图像内容。 多步推理 ：支持28步推理，确保修复过程的质量和效果。用户可以根据需求调整推理步骤和参数来提高性能和效果。 参数调整 ：用户可以控制多个参数，如控制强度、控制结束百分比（control-strength 和 control-end-percent），以达到更理想的修复效果。 模型加速 ：利用 Hyper-FLUX-lora 来加速推理过程，降低推理时间和资源消耗。 图像与提示生成 ：通过给定的文本提示或图像输入，模型能够生成高质量的修复结果，并保持内容的连贯性。 ComfyUI 兼容性 ：与 ComfyUI 集成，允许用户在 UI 中执行推理，并进行流畅的工作流处理。 分辨率支持 ：该模型在 768x768 分辨率的图像上表现最佳，支持高质量的图像修复和生成。 与SDXL-Inpainting的比较 From left to right: Input image | Masked image | SDXL inpainting | Ours

从左到右：输入图像 | Masked image | SDXL inpainting | Ours

The image depicts a beautiful young woman sitting at a desk, reading a book. She has long, wavy brown hair and is wearing a grey shirt with a black cardigan. She is holding a pencil in her left hand and appears to be deep in thought. Surrounding her are numerous books, some stacked on the desk and others placed on a shelf behind her. A potted plant is also visible in the background, adding a touch of greenery to the scene. The image conveys a sense of serenity and intellectual pursuits.

A woman with blonde hair is sitting on a table wearing a blue and white long dress. She is holding a green phone in her hand and appears to be taking a photo. There is a bag next to her on the table and a handbag beside her on the chair. The woman is looking at the phone with a smile on her face. The background includes a TV on the left wall and a couch on the right. A chair is also present in the scene.

The image is an illustration of a man standing in a cafe. He is wearing a white turtleneck, a camel-colored trench coat, and brown shoes. He is holding a cell phone and appears to be looking at it. There is a small table with a cup of coffee on it to his right. In the background, there is another man sitting at a table with a laptop. The man is wearing a black turtleneck and a tie. There are several cups and a cake on the table in the background. The man sitting at the table appears to be typing on the laptop.

The image depicts a scene from the anime series Dragon Ball Z, with the characters Goku, Naruto, and a child version of Gohan sharing a meal of ramen noodles. They are all sitting around a dining table, with Goku and Gohan on one side and Naruto on the other. They are all holding chopsticks and eating the noodles. The table is set with bowls of ramen, cups, and bowls of drinks. The arrangement of the characters and the food creates a sense of camaraderie and shared enjoyment of the meal.