Ip adapter attention mask

Ip adapter attention mask. e. IPAdapterMaskProcessor. In this example I'm using 2 main characters and a background in completely different styles. Yeah what I like to do with comfyui is that I crank up the weight but also don't let the IP adapter start until very late. Nov 14, 2023 · Exciting new feature for the IPAdapter extesion: it's now possible to mask part of the composition to affect only a certain area And you can use multiple masks for a perfect result. IP-Adapter-FaceID-PlusV2: face ID embedding (for face ID) + controllable CLIP image embedding (for face structure) You can adjust the weight of the face structure to get different generation! Nov 14, 2023 · Exciting new feature for the IPAdapter extesion: it's now possible to mask part of the composition to affect only a certain area And you can use multiple masks for a perfect result. pipe. Once I figured out what it did I was in love. IP-Adapter is an image prompt adapter that can be plugged into diffusion models to enable image prompting without any changes to the underlying model. Decoupled Cross-Attention: This is the magic sauce! Instead of a single, mashed-up attention layer, IP-Adapter has separate cross-attention mechanisms for text and image features. unsqueeze(1), size=(out_ip. ip-adapter_sd15. This is Stable Diffusion at it's best! Workflows included#### Links f Dec 12, 2023 · The optimal workflow would be to make multiple mask layers on the image. pth. The generation happens in just one pass with one KSampler (no inpainting or area conditioning). shape[2]), mode="bicubic IP-Adapter. 8 even. This The ComfyUI IPAdapter, when combined with the Attention Mask feature, is designed for precise image manipulation and enhancement. This is useful for composing more than one IP-Adapter image. bin ip-adapter-plus_sd15. When generating an image, it would call the normal txt2img or img2img workflow but with those regional controls. To start, preprocess the input IP-Adapter images with the ~image_processor. and using ipadapter attention masking, you can assign different styles to the person and background by load different style images. Update 2023/12/28: . Furthermore, this adapter can be reused with other models finetuned from the same base model and it can be combined with other adapters like ControlNet. However, despite several restarts, the only models that show up are: ip-adapter_sd15 ip-adapter-plus_sd15 Nov 14, 2023 · Hey great repo! I came across your comfyui workflow using attention mask (or multiple masks for different regions). Wondering if this would be implemented for diffusers as well? If not, would you mind providing some hints on how I can connect attention masks to ip adapters? Thanks! Jul 16, 2024 · Using a pipeline method that changes attention processors after loading the IP Adapter can lead to weird errors when running the pipeline. bin … then placed the files in “stable-diffusion-webui\models\ControlNet\" folder and changed the file extension from . interpolate(mask_downsample. This means the model attends to both prompts independently, then carefully blends their insights in a weighted fashion. but either way, I can imagine circumstances where such decomposition might not be possible. This workflow mostly showcases the new IPAdapter attention masking feature. out_ip = out_ip * mask_downsample. shape[1], out_ip. bin to . preprocess() to generate their The new IPAdapterClipVisionEnhancer tries to catch small details by tiling the embeds (instead of the image in the pixel space), the result is a slightly higher resolution visual embedding with no cost of performance. Binary masks specify which portion of the output image should be assigned to an IP-Adapter. 2024/07/11: Added experimental Precise composition (layout) transfer. You can use it to copy the style, composition, or a face in the reference image. bin ip-adapter-light_sd15. Apr 17, 2024 · cross_attention_kwargs [' ip_adapter_masks '] are not expected by AttnProcessor2_0 and will be ignored. g: #8863 e. cross_attention_kwargs [' ip_adapter_masks '] are not expected Dec 1, 2023 · These extremly powerful Workflows from Matt3o show the real potential of the IPAdapter. load_ip_adapter( "h94/IP-Adapter", su Jan 3, 2024 · 3. So that the underlying model makes the image accordingly to the prompt and the face is the last thing that is changed. as: mask_downsample = F. It works differently than ControlNet - rather than trying to guide the image directly it works by translating the image provided into an embedding (essentially a prompt) and using that to guide the generation of the image. So instead, can we add an interpolation function just before the line. . Created by: rosette zhao: (This template is used for Workflow Contest) What this workflow does 👉This workflow uses clipseg to select any part you want to separate from the background (here I am selecting person). g. Each mask layer could be associated with its own prompt, loras and embeddings and could be linked to adapter layers like controlnet or IP. This capability ensures that specific areas of an image can be emphasized or altered according to user-defined parameters, enhancing both the precision and control Feb 4, 2024 · mask_h = 32 mask_w = 12. Jun 5, 2024 · IP-adapter (Image Prompt adapter) is a Stable Diffusion add-on for using images as prompts, similar to Midjourney and DaLLE 3. How to use this workflow 👉 Load two reference Dec 7, 2023 · Introduction. The Attention Mask allows for focused image generation by using a reference image to guide the model's focus, effectively directing its attention during the image creation process. IP-Adapter provides a unique way to control both image and video generation. Like 0. I did an update yesterday and noticed the mask input appeared on the Apply IPAdapter node. Nov 14, 2023 · Exciting new feature for the IPAdapter extesion: it's now possible to mask part of the composition to affect only a certain area And you can use multiple masks for a perfect result. bin ip-adapter-plus-face_sd15. It's exactly the thing I was needing. For each input IP-Adapter image, you must provide a binary mask. remtl bxmzfvl ueepkc qgxafa tuzwpey ksxeo wihlv enoq kpfuyyn xocf