Today, we will compare three AI face-swapping technologies: PuLID, InstantID, and IP-Adapter’s FaceID-V2, using a ComfyUI workflow. These technologies are built on a face analysis system called InsightFace, which is a deep face analysis library designed for face recognition, face detection, and face alignment. Note that InsightFace requires a commercial license. IP-Adapter FaceID was the…
Hello everyone! Today, I’m excited to show you how to use Stable Diffusion to implement a generative fill feature similar to Photoshop’s. Photoshop’s generative fill is quite powerful. For instance, it uses AI to automatically extend new content on the left and right sides of a landscape photo. Just select the area to be filled,…
Today, we’re diving into the innovative IP-Adapter V2 and ComfyUI integration, focusing on effortlessly swapping outfits in portraits. This tutorial simplifies the entire process, requiring just two images: one for the outfit and one featuring a person. By utilizing ComfyUI’s node operations, not only is the outfit swapped, but any minor discrepancies are resolved with…
A common hurdle encountered with ComfyUI’s InstantID for face swapping lies in its tendency to maintain the composition of the original reference image, irrespective of discrepancies with the user’s input. For instance, if a user uploads a headshot while requesting a full body depiction, the output frustratingly remains a mere headshot, ignoring the intended composition….
In a previous piece, I explored how to use the Adetailer extension and your own trained LoRA to swap faces for a person in images in A1111. Building on that knowledge, this article will delve into achieving a similar task in ComfyUI, enhancing the realism and fidelity of face swaps. For those who love diving…
In a previous post, Training Face LoRA, I detailed the use of XYZplot in A1111 to examine a batch of trained LoRA. While XYZplot in A1111 proved quite resourceful, its processing speed in handling a large number of images was notably slower than ComfyUI, often exceeding half an hour. This article aims to guide you…
ComfyUI’s LoRA workflow is well-known among users. The developers offer an array of built-in workflows that utilize default node functionality, demonstrating how to effectively implement LoRA. Applying a single LoRA can be quite straightforward. Simply integrate a LoRALoader node into your existing workflow. However, if you need to incorporate multiple LoRAs, you would typically add…
Hello everyone! Today, we’re diving into the fascinating world of digital art modifications using Stable Diffusion, specifically focusing on how to change hairstyle in A1111. We’ll cover two robust methods: utilizing txt2img with ControlNet, and employing img2img with a specialized model. Let’s embark on this step-by-step journey to master these techniques. For those who love…
In our journey through the fascinating realm of face-swapping technology, we previously navigated the intricacies of the LoRA model coupled with the Adetailer extension, achieving results that mirrored Scarlett Johansson with striking resemblance. For those intrigued by the art of training a real-life LoRA model, I invite you to delve into my earlier discourse. Yet,…
In my previous exploration (Real-Life LoRA Training), I embarked on a fascinating journey to train a LoRA model, closely resembling the Hollywood icon, Scarlett Johansson. By focusing on her headshots, I aimed to equip the AI with the prowess to intricately learn her facial features, enabling it to generate images that mirror her appearance remarkably….