1、Separating Content from Image 内容与图像分离 2、Injecting into Style Blocks Only 仅注入样式块 四、Eval TimeLine: 24.4.3 InstantStyle发布 24.1.15 小红书InstantX团队,发布InstantID;在IP-Adapter之后新增了IdentityNet,并对ImageEncoder有专门的face emb 23.8 腾讯发布IP-Adapter;引入单独的image prompt ada...
所以IP-Adapter提出解耦交叉注意力的方法去解决这个问题。 整体结构如Figure 2,注意只有红色的部分是训练的参数,其它都是训练期间会冻结的。IP-Adapter包含两个部分:1.一个image encoder,用于抽取图像prompt中的图像特征;2.解耦的交叉注意力,将图像特征输入到预训练模型中;(核心是解耦交叉注意力) (1)Image Encoder ...
IP-Adapter通过图像编码器,文本提示和图像特征通过适配模块与预训练的文本到图像模型进行交互 # img2img encoded = unet_encoder(img2img_input) decoded = unet_decoder(encoded) # IP-Adapter image_features = image_encoder(ip_adapter_input[1]) adapted_features = adapter_module(ip_adapter_input[0], im...
IP-Adapter通过图像编码器,文本提示和图像特征通过适配模块与预训练的文本到图像模型进行交互 # img2img encoded = unet_encoder(img2img_input) decoded = unet_decoder(encoded) # IP-Adapter image_features = image_encoder(ip_adapter_input[1]) adapted_features = adapter_module(ip_adapter_input[0], im...
load_ip_adapter( "h94/IP-Adapter", subfolder="sdxl_models", weight_name="ip-adapter_sdxl_vit-h.safetensors", image_encoder_folder=None, ) pipeline.set_ip_adapter_scale(0.6) print(f" pipeline.image_encoder: {pipeline.image_encoder}") prompt = "a horse, highly detailed, 4k, ...
按UP的流程走下来,在使用SDXL模型时,出现上面的代码错误提示的话,可以根据IPAdapter的GitHub页面提示下载配套的图像编码器:ViT-H。下载地址: https://huggingface.co/h94/IP-Adapter/resolve/main/models/image_encoder/model.safetensors 如访问不了,可以使用国内镜像站下载(速度较慢): ...
"PrepImageForClipVision","IPAdapterEncoder","IPAdapterSaveEmbeds","IPAdapterLoadEmbeds",]original_webui_modules = {} for module in modules_used:if module in sys.modules:original_webui_modules[module] = sys.modules.pop(module)# Proceed with node setup from .IPAdapterPlus import NODE_CLASS_...
IP-Adapter用法 ControlNet主要利用图像结构上的先验信息如边缘/分割/深度/线条等来控制图片的生成(虽然也有Reference Only或者Shuffle等控制图片语义或者风格的方法,但控制粒度和效果仍有提升空间),T2I-Adapter比ControlNet更加轻量,但是效果一般不如后者,其中的Style Adapter将CLIP Image Encoder Feature与CLIP Text Enco...
image prompt model. IP-Adapter can be generalized not only to other custom models fine-tuned from the same base model, but also to controllable generation using existing controllable tools. Moreover, the image prompt can also work well with the text prompt to accomplish multimodal image ...
https://huggingface.co/h94/IP-Adapter/resolve/main/sdxl_models/ip-adapter-plus-face_sdxl_vit-h.bin 此外，您需要将图像编码器放置在ComfyUI/models/clip_vision/目录中:https://huggingface.co/h94/IP-Adapter/resolve/main/models/image_encoder/model.safetensors https://huggingface.co/h94/IP-...