Comfyui bbox detector example.

Comfyui bbox detector example ONNXRuntime 4 days ago · This is the best option if you don't feel comfortable installing a ton of extra stuff and/or have not updated your ComfyUI and any associated python dependencies in a long time. 5. This is essential for accurately applying the detailing process to the correct area. Lt. 2. If you do a search for detailer, you will find both segs detailer and mask detailer. In order of use, and quoting from the documentation, they are: UltralyticsDetectorProvider - Loads the Ultralystics model to provide SEGM_DETECTOR, BBOX_DETECTOR. ONNXDetectorProvider - Loads the ONNX model to provide BBOX As part of the ImpactPack/Detector category, it's tailored for users aiming for robust image segmentation in cloud-based setups like ComfyAI. This detector is capable of identifying and localizing objects within images by providing bounding box coordinates. image "sample. It should be the second version listed above the sample images Apr 24, 2024 · 1. This can be obtained using the BBOX_DETECTOR obtained through UltralyticsDetectorProvider or ONNXDetectorProvider. 1 Dev 上 comfyui节点文档插件,enjoy~~. Nov 20, 2023 · LCM & ComfyUI. For example, you may not impose a license fee, royalty, or other charge for exercise of rights granted under this License, and you may not initiate litigation (including a cross-claim or counterclaim in a lawsuit) alleging that any patent claim is infringed by making, using, selling, offering for sale, or importing the Program or any portion of it. You switched accounts on another tab or window. pt BBox检测用于识别手部，但是效果不佳修复之后依然是鸡爪。。。 segm/person_yolov8m-seg. Mar 23, 2025 · The BBOX_DETECTOR output parameter represents the bounding box detector that is created after loading the specified ONNX model. The Face Detailer component refines facial features in images, with a detailed processing pipeline for face detection, facial detail enhancement, and adjustable parameters for specific effects, aimed at face restorati Jan 7, 2024 · ご挨拶と前置き こんにちは、インストール編以来ですね！ 皆さん、ComfyUIをインストール出来ましたか？ ComfyUI入門1からの続きなので、出来れば入門1から読んできてね！ この記事ではSD1. BBOX_DETECTOR. Unlike MMDetDetectorProvider, for segm models, BBOX_DETECTOR is also provided. Oct 28, 2023 · UltralyticsDetectorProvider - Loads the Ultralystics model to provide SEGM_DETECTOR, BBOX_DETECTOR. sam_model_opt. And provide iterative upscaler. Aug 22, 2023 · The reason for combining BBox Detector and SAM is typically to extract only the silhouette of the face. bfloat16 Using pytorch cross attention Dec 12, 2023 · § BBox—detector ：检测加载器。用来加载可以识别面部，身体和手部（目前主要模型就是这三个） § SAMLoader ： SAM 模型加载器。这个模型是老朋友了，所有带 Seg 的插件都需要用 SAM 模型进行分离。 以上三个节点组合成了基本的面部修复功能。 A torchscript bbox detector is compatiable with an onnx pose estimator and vice versa. ONNXDetectorProvider - Loads the ONNX model to provide BBOX UltralyticsDetectorProvider - Loads the Ultralystics model to provide SEGM_DETECTOR, BBOX_DETECTOR. detect_face "enable" Enables the detection of facial structures. UltralyticsDetectorProvider - Loads the Ultralystics model to provide SEGM_DETECTOR, BBOX_DETECTOR. This ComfyUI workflow incorporates the Impact Pack-Face Detailer and the Upscale (4x UltraSharp Model) to enhance image and video quality. All old workflows still can be used This node pack offers various detector nodes and detailer nodes that allow you to configure a workflow that automatically enhances facial details. I don't have "MediaPipeFaceMesh Detector Provider", that node doesnt exist. detect_body "enable" Enables the detection of body poses. So I think we're good here! In case it helps I'll post a pic of the node flow. pt to reduce bbox detection time if input images are ideal. I'm up to date. Inputs - model, vae, clip skip, (lora1, modelstrength clipstrength), (Lora2, modelstrength clipstrength), (Lora3, modelstrength clipstrength), (positive prompt, token normalization, weight interpretation), (negative prompt, token This node pack offers various detector nodes and detailer nodes that allow you to configure a workflow that automatically enhances facial details. Use the sam_vit_b_01ec64. ComfyUI enthusiasts use the Face Detailer as an essential node. There is a BBox detector in Impact Nodes (I'm on phone so I can't get you the link). Apr 8, 2024 · UltralyticsDetectorProvider - Loads the Ultralystics model to provide SEGM_DETECTOR, BBOX_DETECTOR. SAM（Segment Anything Model）は、Segment Anythingの手法を用いてシルエットマスクを生成します。単独では使用できませんが、BBOXモデルと組み合わせて検出対象を指定することで、検出された物体の詳細なシルエットマスクを作成できます。 Apr 8, 2024 · UltralyticsDetectorProvider - Loads the Ultralystics model to provide SEGM_DETECTOR, BBOX_DETECTOR. ONNXDetectorProvider - Loads the ONNX model to provide SEGM Example Values Explanation; bbox_detector "YoloV5" The type of BBOX detector used for initial object detection. The issue when using Simple Detector (SEGS) is that segments things that are not correct, so this decreases performance because it segments all and after filters them. The various models available in UltralyticsDetectorProvider can be downloaded through ComfyUI-Manager. Reload to refresh your session. ONNXDetectorProvider - Loads the ONNX model to provide BBOX If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes and comfyui_controlnet_aux has write permissions. 6: Confidence level threshold for bounding box detection. For a free cloud service, visit comfyai. Real-World Use Cases The SAMDetector (combined) node is ideal for applications like automated image editing, object detection in dynamic environments, and real-time image analysis. Sep 13, 2023 · After wiring up the mask list to mask to image flow I was able to get both a proper SEGM Detector result and BBOX result. It determines which detected regions are considered valid and should be processed further. This is a set of custom nodes for ComfyUI. For example, using the bbox/face_yolov8m. NOTE: To use the UltralyticsDetectorProvider, you must install the 'ComfyUI Impact Subpack' separately. Learn More about ComfyUI Impact Pack Simple Detector (SEGS) - Operating primarily with BBOX_DETECTOR, and with the additional provision of SAM_MODEL or SEGM_DETECTOR, this node internally generates improved SEGS through mask operations on both bbox and silhouette. The DWPose Estimator node is a highly versatile tool in the ComfyUI ecosystem that assists in detecting key points of various components such as hands, bodies, and faces in images. Aug 31, 2023 · It is created by Dr. After getting the bbox, there is a node for getting the x, y, width and height of the bbox. ONNXDetectorProvider - Loads the ONNX model to provide BBOX ComfyUI 的 ControlNet 辅助预处理器. ComfyUI Face Detailer Workflow. Authored by ltdrdata UltralyticsDetectorProvider - Loads the Ultralystics model to provide SEGM_DETECTOR, BBOX_DETECTOR. pth as the SAM_Model. . Enhancing Faces with Generated Passes; Tips for Effective Face Restoration 8. ONNXDetectorProvider - Loads the ONNX model to provide BBOX Example Values Explanation; bbox_detector: YoloV3: Used for detecting bounding boxes in frames. A torchscript bbox detector is compatiable with an onnx pose estimator and vice versa. ONNXRuntime Apr 8, 2024 · UltralyticsDetectorProvider - Loads the Ultralystics model to provide SEGM_DETECTOR, BBOX_DETECTOR. 前言： ControlNet_aux库包含大量的图片预处理节点，丰富的功能让他可以处理各种复杂的场景， 包含图像分割，边缘检测，姿势检测，深度图处理等各种预处理方式 ，使用ControlNet之前必须掌握这些节点的使用，否则ControlNet可能不会起 ComfyUI进阶篇：ControlNet核心节点,前言：,ControlNet_aux库包含大量的图片预处理节点，功能丰富，适用于图像分割、边缘检测、姿势检测、深度图处理等多种预处理方式。掌握这些节点的使用是利,站酷聚集了1800万设计师、摄影师、插画师、艺术家、创意人,设计创意群体中具有较高的影响力与号召力. BBOX Detector (combined) - Detects bounding boxes and returns a mask from the input image. bbox/face_yolov8m. Mar 23, 2025 · BboxDetectorCombined_v2 is a powerful node designed to detect bounding boxes within images, leveraging advanced detection models to identify and segment objects with high precision. Mar 11, 2025 · The bbox_threshold parameter sets the confidence threshold for the bounding box detector. ONNXRuntime Example Value Explanation; detect_hand "enable" Enables the detection of hands within the image. Workflow Files. ONNXDetectorProvider - Loads the ONNX model to provide BBOX Oct 28, 2023 · UltralyticsDetectorProvider - Loads the Ultralystics model to provide SEGM_DETECTOR, BBOX_DETECTOR. ONNXDetectorProvider - Loads the ONNX model to provide BBOX Dec 22, 2024 · ComfyUI各类模型安装路径，如何与WebUI共享模型 满足发布标准。AIHubPro为你提供产品介绍、官网、教程及最新AI资讯、案例和资源下载。探索AI未来百科，涵盖AI写作、图像生成、视频制作、音频转录、辅助编程、音乐生成、绘画设计和对话聊天等AI工具。加入我们，开启AI无限潜力探索！ UltralyticsDetectorProvider - Loads the Ultralystics model to provide SEGM_DETECTOR, BBOX_DETECTOR. Please share your tips, tricks, and workflows for using this software to create your AI art. bat you can run to install to portable if detected. Sep 13, 2024 · 文章浏览阅读1. run. Bbox Detector and Second Detector 7. Total VRAM 24564 MB, total RAM 32581 MB Set vram state to: NORMAL_VRAM Device: cuda:0 NVIDIA GeForce RTX 4090 : cudaMallocAsync VAE dtype: torch. It uses very little in the way of custom nodes, so there are less things that can break. So, by obtaining the intersection of these two, you can achieve a detailed facial silhouette. Face Masking feature is available now, just add the "ReActorMaskHelper" Node to the workflow and connect it as shown below: If you don't have the "face_yolov8m. The detector used for segmentation. ONNXDetectorProvider - Loads the ONNX model to provide BBOX Welcome to the unofficial ComfyUI subreddit. Please keep posted images SFW. This node combines the capabilities of bounding box detection and segmentation to provide a comprehensive mask of detected objects. Extension: ComfyUI Impact Pack. This node pack offers various detector nodes and detailer nodes that allow you to configure a workflow that automatically enhances facial details. By integrating the BBOX Detector (SEGS) into your ComfyUI workflow, you can enhance your project's precision and efficiency, particularly when using a cloud-based ComfyUI setup. Aug 12, 2024 · ComfyUI の便利なカスタムノード、Impact Pack を紹介します。いろいろな機能を持っているカスタムノードですが、その中でも顔などの画像の特定のエリアの検出や、検出した箇所を新たに生成して置き換えることが可能になります。 Aug 24, 2024 · 注意：该节点只能加载 BBOX 和 SEGM 中的一种模型，并且要根据 model_name 中所选的模型类型进行连接，例如我的 bbox/face_yolov8m. ONNXDetectorProvider - Loads the ONNX model to provide BBOX Mar 23, 2025 · The BBOX_DETECTOR output parameter represents the bounding box detector that is created after loading the specified ONNX model. 模型存放路径： \ComfyUI\models\ultralytics （模型在文末网盘） Jul 10, 2024 · 更多文章内容可下载知识星球app搜索：71297236. Forcing inpainting makes the detailer go through the generation process, but the output, as far as I can tell, is the same as the earlier sampling. ONNXRuntime Feb 4, 2024 · If you are using the yoloworld node, use the Simple Detector instead of the BBOX Detector, and connect both BBOX and SEGM. ComfyUI 的即插即用节点集，用于创建 ControlNet 提示图像 "动漫风格，街头抗议，赛博朋克城市，一位粉色头发、金色眼睛（看着观众）的女性举着一块写着“ComfyUI ControlNet Aux”（粗体，霓虹粉）的牌子" 在 Flux. The BBOX Detector (combined) of ComfyUI is an advanced node designed to enhance image processing tasks by detecting bounding boxes and generating corresponding masks. pt as the bbox_detector. ONNXDetectorProvider - Loads the ONNX model to provide BBOX Apr 8, 2024 · UltralyticsDetectorProvider - Loads the Ultralystics model to provide SEGM_DETECTOR, BBOX_DETECTOR. My main source is Civitai because it's honestly the easiest online source to navigate in my opinion. 3. CLIPSegDetectorProvider - CLIPSeg的包装器，提供BBOX_DETECTOR。 您需要安装ComfyUI-CLIPSeg节点扩展。 SEGM Detector (combined) - 检测图像中的分割，并从输入图像返回一个掩码。 BBOX Detector (combined) - 检测边界框，并从输入图像返回一个掩码。 此处可能存在不合适展示的内容，页面不予展示。您可通过相关编辑功能自查并修改。 如您确认内容无涉及 不当用语 / 纯广告导流 / 暴力 / 低俗色情 / 侵权 / 盗版 / 虚假 / 无价值内容或违法国家有关法律法规的内容，可点击提交进行申诉，我们将尽快为您处理。 ComfyUI-YOLO: Ultralytics-Powered Object Recognition for ComfyUI - kadirnar/ComfyUI-YOLO Most "ADetailer" files i have found work when placed in Ultralytics BBox folder. SAMDetector (combined) - Utilizes the SAM technology to extract the segment at the location indicated by the input SEGS on the input image and outputs it as a unified mask. ComfyUI交流群:191462629. Once you have that, you can just do simple math to get the x/y coordinates of the center (for example, x + (width / 2)) comfyui节点文档插件,enjoy~~. This output is essential as it encapsulates the functionality required to perform object detection on input images. Q: Can I use custom models with the detector nodes? A: Yes, you can load custom models using the appropriate detector provider nodes. ONNXDetectorProvider - Loads the ONNX model to provide BBOX By using Ultralytics models through the ComfyUI framework, users can implement robust detection systems that can automatically recognize and segment different objects within images or video streams. "Invalid bbox_dilation value" Explanation: The bbox_dilation value is outside the allowed range of -512 to I'm having the same issue. BBOX Detector (Combine) 和BBOX Detector (SEGS)的区别在于，前者通过组合所有检测到的bbox来输出单个掩码，而后者输出由各种信息组成的SEGS，包括每个检测的裁剪图像、掩码模式、裁剪位置和置信度。SEGS可用于其他. There is now a install. onnx: Utilizes the YOLOX large model to detect bounding boxes. pt" Ultralytics model - you can download it from the Assets and put it into the "ComfyUI\models\ultralytics\bbox" directory As well as "sam Oct 28, 2024 · 文章浏览阅读883次，点赞5次，收藏8次。在 ComfyUI 的 Impact-Pack 插件中，检测(Detection) 是 YOLO v8 系列，分割(Segmentation) 是 SAM 的第1个版本，目前不支持最新版本，实现基础的检测与分割任务，实现人物与物体的分割。 This is a rework of comfyui_controlnet_preprocessors based on ControlNet auxiliary models by 🤗. Using OpenPose Image and ControlNet Model for Image Generation bbox_detector. Here are two workflow files provided. git // Git版本控制文件夹，代码版本管理用 │ ├── . "BBOX_DETECTOR"], [26, 14, 1, 13, 8, Apr 8, 2024 · UltralyticsDetectorProvider - Loads the Ultralystics model to provide SEGM_DETECTOR, BBOX_DETECTOR. 对于每个节点。 Jul 27, 2024 · 前言： 学习ComfyUI是一场持久战，而 ComfyUI Impact 是一个庞大的模块节点库，内置许多非常实用且强大的功能节点 ，例如检测器、细节强化器、预览桥、通配符、Hook、图片发送器、图片接收器等等。通过这些节点的组合运用，我们可以实现的工作有很多，例如自动人脸检测和优化修复、区域增强、 Welcome to the unofficial ComfyUI subreddit. This network can also be run completely standalone with Ultralytics. Jul 30, 2024 · 前言： 学习ComfyUI是一场持久战，而 ComfyUI Impact 是一个庞大的模块节点库，内置许多非常实用且强大的功能节点 ，例如检测器、细节强化器、预览桥、通配符、Hook、图片发送器、图片接收器等等。通过这些节点的组合运用，我们可以实现的工作有很多，例如自动人脸检测和优化修复、区域增强、 Sep 26, 2024 · 大家好我是小王同学！！SD的WebUI 中的面部修复神器 ADetailer，无法在ComfyUI 中使用。 那么如何在ComfyUI中进行面部处理呢？ComfyUI 中也有几个面部修复功能，比如ComfyUI Impact Pack（FaceDetailer），以及换脸插件Reactor和IPAdapter。 A torchscript bbox detector is compatiable with an onnx pose estimator and vice versa. Real-world Use-cases Jan 21, 2024 · A torchscript bbox detector is compatiable with an onnx pose estimator and vice versa. I've got a SEGS preview on the BBox Detector which shows it's picking up the face, it's just that the FaceDetailer doesn't do anything with it. bbox_dilation: 5: Adjusts the bounding box size to be more inclusive or exclusive of its This node pack offers various detector nodes and detailer nodes that allow you to configure a workflow that automatically enhances facial details. Example Input: BBOX and Segmentation Model Loading. The BBOX Detector (SEGS) receives several inputs to fine-tune image analysis. The ONNX Detector (SEGS/legacy) - use BBOXDetector node is a component of the ComfyUI, which can be run online or set up in a cloud-based environment (ComfyUI Cloud Service). I'm new to all of this and I've have been looking online for BBox or Seg models that are not on the models list from the comfyui manager. Contribute to CavinHuang/comfyui-nodes-docs development by creating an account on GitHub. pt model, you can obtain masks for the rectangular regions of faces. pt; Outputs. Options for the SAM model. Here is an example of another generation using the same workflow. Using the Face Detailer Node 7. e56fd8d verified 4 months ago. Dec 7, 2023 · You can load models for BBOX_MODEL or SEGM_MODEL using MMDetDetectorProvider. You can also select non-face bbox models and facedetailer will detail hands etc Simple Detector (SEGS) - Operating primarily with BBOX_DETECTOR, and with the additional provision of SAM_MODEL or SEGM_DETECTOR, this node internally generates improved SEGS through mask operations on both bbox and silhouette. Once you have that, you can just do simple math to get the x/y coordinates of the center (for example, x + (width / 2)) You signed in with another tab or window. pt Segm用于检测全身的模型不建议. 4k次。前言：学习ComfyUI是一场持久战，而 ComfyUI Impact 是一个庞大的模块节点库，内置许多非常实用且强大的功能节点 ，例如检测器、细节强化器、预览桥、通配符、Hook、图片发送器、图片接收器等等。 May 12, 2025 · After installation, refresh or restart ComfyUI to let the program read the model files. ONNXDetectorProvider - Loads the ONNX model to provide BBOX ONNXDetectorProvider– 加载 ONNX 模型以提供 BBOX_DETECTOR。 CLIPSegDetectorProvider– 用于 CLIPSeg 的包装器，以提供BBOX_DETECTOR。 您需要安装 ComfyUI-CLIPSeg 节点扩展。 SEGM Detector (combined)– 检测分割并从输入图像返回掩码。 BBOX Detector (combined)– 检测边界框并从输入图像返回掩码。 UltralyticsDetectorProvider - Loads the Ultralystics model to provide SEGM_DETECTOR, BBOX_DETECTOR. Apr 8, 2024 · Simple Detector (SEGS) - Operating primarily with BBOX_DETECTOR, and with the additional provision of SAM_MODEL or SEGM_DETECTOR, this node internally generates improved SEGS through mask operations on both bbox and silhouette. THESE TWO CONFLICT WITH EACH OTHER. ptto repair the face. This parameter specifies the algorithm or model used to detect the facial region for enhancement. Mar 23, 2025 · The bbox_detector output parameter provides the bounding box detector used to identify and isolate the facial region in the image. ONNXDetectorProvider - Loads the ONNX model to provide SEGM Aug 12, 2008 · 입력단자의 경우 개선할 이미지, 체크포인트 모델, clip, vae, positive, negative이며 하단의 bbox_detector, segm_detctor_opt는 자동인식할 모델을 연결하는 부분입니다. This repo contains examples of what is achievable with ComfyUI. Summary. 특히 BBox Detector의 경우, 특히 bbox/face_yolov8m 및 bbox/hand_yolov8s 모델을 사용한다는 점을 유의해주 셔야 합니다. pose_estimator: dw-ll_ucoco_384. image_frames: FrameSequence: A set of images or frames where the detector will work. Welcome to the unofficial ComfyUI subreddit. github // GitHub Actions 工作流文件夹 │ ├── 📁 comfy // │ ├── 📁 comfy_extras // │ ├── 📁 custom_nodes // comfyUI 自定义节点文件目录（插件安装目录） │ ├── 📁 input DWPose Estimator ComfyUI Node. This node enables users to effectively analyze and understand visual data by providing pose estimation capabilities. ONNXRuntime If you don't have the "face_yolov8m. ONNXRuntime This node pack offers various detector nodes and detailer nodes that allow you to configure a workflow that automatically enhances facial details. json. Experimenting with Settings 8. TorchScript. 6: Sets the sensitivity of the bounding box detection. BBOX stands for Bounding Box, which captures detection areas as rectangular regions. bbox_detector: yolox_l. Combination of Efficiency Loader and Advanced CLIP Text Encode with an additional pipe output. segm_detector. ONNXDetectorProvider - Loads the ONNX model to provide SEGM If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes and comfyui_controlnet_aux has write permissions. bbox_dilation: 10: Amount to dilate the detected bounding boxes to ensure capturing full objects There are many detailer nodes not just facedetailer. YOU NEED TO REMOVE comfyui_controlnet_preprocessors BEFORE USING THIS REPO. May 12, 2025 · 📁ComfyUI_windows_portable ├── 📁ComfyUI // comfy UI主要文件夹 │ ├── . Solution: Adjust the bbox_threshold parameter to a value within the specified range. You can try other bbox detector endings with . Data, who also created the ComfyUI Manager! This pack has so many nodes! I only tested the nodes that are required to fix faces. 此处可能存在不合适展示的内容，页面不予展示。您可通过相关编辑功能自查并修改。 如您确认内容无涉及 不当用语 / 纯广告导流 / 暴力 / 低俗色情 / 侵权 / 盗版 / 虚假 / 无价值内容或违法国家有关法律法规的内容，可点击提交进行申诉，我们将尽快为您处理。 BBOX_DETECTOR. pt 是一个 BBOX 类型的脸部检测模型，所以再连线时我就要选择 BBOX_DETECTOR 进行连线，这也是 SEGM_DETECTOR 会显示红叉的原因。 UltralyticsDetectorProvider - Loads the Ultralystics model to provide SEGM_DETECTOR, BBOX_DETECTOR. BBox Detector의 경우 얼굴이나 손처럼 세부적인 부분을 인식하고, segm_detctor의 경우 사람을 인식합니다. TorchScript Set bbox_detector and pose_estimator according to this picture. 이 node를 생성해서 연결 시켜줘야합니다. Bbox To Int Description Extracts bounding box coordinates, converts to integers, useful for precise manipulation in object detection and image processing. Running Multiple Passes 8. ONNXDetectorProvider - Loads the ONNX model to provide BBOX Dec 27, 2023 · Advanced Face Restoration with the Impact Pack 7. torchscript. Mask detailer allows you to simply draw where you want it to apply the detailing. This parameter helps in accurately isolating the facial region for enhancement. 0 seconds: D:\qiuye\ComfyUI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Manager. SEGM_DETECTOR. 0. Inputs - model, vae, clip skip, (lora1, modelstrength clipstrength), (Lora2, modelstrength clipstrength), (Lora3, modelstrength clipstrength), (positive prompt, token normalization, weight interpretation), (negative prompt, token Bbox Visualize: The BboxVisualize node is designed to help you visualize bounding boxes on images. Extension: comfyui_face_parsing. Understanding the Impact Pack Nodes 7. jpg" Input image file for object detection. ForEach nodes. raw Copy download link. You signed out in another tab or window. 4. 1. It helps in identifying the area of interest for enhancement or editing. pt BBox检测用于识别面部建议用这个. This node belongs to Inspire Pack not the Impact Pack. This extension offers various detector nodes and detailer nodes that allow you to configure a workflow that automatically enhances facial details. A good place to start if you have no idea how any of this works bbox/face_yolov8m. Hello guy, Sorry to ask, but i searched for hours, documentation internet, even the source code of Impact-Pack i found no way to add new bbox_detector. When using this node, you will typically specify which boundaries or segmentation models to load. ONNXDetectorProvider - Loads the ONNX model to provide BBOX ComfyUI Examples. Example Input High-level Explanation. It should be the second version listed above the sample images ComfyUI-YOLO: Ultralytics-Powered Object Recognition for ComfyUI - kadirnar/ComfyUI-YOLO Most "ADetailer" files i have found work when placed in Ultralytics BBox folder. Jan 21, 2024 · と思っているのだが、このノードはBBoxに対応するDetectorが入っていないとエラーで動作しないようになっている。 私の使い方が悪いのかもしれないが、逆にBBoxのfaceのみだとなぜか顔そのものを検出しないことがありsegm側も接続しておくことをおすすめする。 先说脸部修复用到的两个检测模型这两个检测器，分别 bbox_detector (边界框检测）、第二个 sam model ！ 我查了gpt大概意思是说sam model是（ Spatial Attention Model )空间注意力模型的缩写，它的作用是提供给bbox_detector一个检测的方向例如bbox要检测脸部的位置。 Jan 2, 2024 · SEGS can be used in other . Q: How do I update the ComfyUI-Impact-Pack? A: Use the command git pull in the ComfyUI-Impact-Pack directory to fetch the latest updates. Apr 20, 2025 · About: Eyeful is a custom trained YOLOv8 model meant to be used with ADetailer or any other bbox/detection compatible plugin for Automatic1111 or ComfyUI. 0 to 1. May 9, 2024 · bbox_detector든 segm_detector든 두 경우 모두 " Ultral Litic Detector Provider " node를 사용합니다. If you load a bbox model, only BBOX_MODEL is valid in the output, and if you load a segm model, only SEGM_MODEL is valid. 本篇文章的所有 KSampler 跟 Detailer 全部都使用 LCM 來做產出。 由於最近 LCM 很紅，而 ComfyUI 在 這個 commit 之後就開始支援原生的 LCM 功能，所以在 ComfyUI 上面使用起來並沒有太困難。 而目前 ComfyUI 也支援了 LCM Sampler 的功能， LCM Sampler support Mar 23, 2025 · The BBOX_DETECTOR output parameter represents the bounding box detector object that is instantiated using the specified Ultralytics model. This can be particularly useful for tasks such as object detection, where you need to see the areas of interest highlighted on the images. I think the old repo isn't good enough to maintain. bbox_threshold: 0. The detector used for bounding box detection. im beginning to ask myself if that's even possible in Comfyui. onnx Mar 29, 2024 · 节点如图所示，这里面有两个检测器，第一个是bbox,这个其实是 bounding box 的缩写，它是用于描述物体在图像中的位置和大小的一个概念。 这几个节点需要连接一个模型节点 ultralytics detector provider (超解析探测器）其实就是框住人脸部分的！ 11 / comfyui_nipples_yolov8s-seg_sample. この時「person」はsegmモデルなのでsegm_detector_optにつなぐのだがBBOX_DETECTORのほうも繋いでやらないと動作しない。 「face」の場合はsegm_detector_optにつなぐ必要なし。 設定項目は未調査. This node is part of the ImpactPack/Detector category and is vital for users looking to automate object detection in their workflows. Mar 30, 2025 · "Invalid bbox_threshold value" Explanation: The bbox_threshold value is outside the allowed range of 0. It serves as a convenient tool to simplify a somewhat intricate workflow. pipeLoader v1 (Modified from Efficiency Nodes and ADV_CLIP_emb). Apr 30, 2024 · SAM. pth" model - download (if you don't have it) and put it into the "ComfyUI\models\sams" directory; A torchscript bbox detector is compatiable with an onnx pose estimator and vice versa. ONNXDetectorProvider - Loads the ONNX model to provide SEGM Jul 18, 2024 · Use the face_yolov8m. pt; segm/person_yolov8m-seg. Currently, Impact Pack is providing the more sophisticated SAM model instead of the SEGM_MODEL for silhouette extraction. pth" model - download (if you don't have it) and put it into the "ComfyUI\models\sams" directory; Mar 14, 2024 · 【ComfyUI Managerの事前インストールが必須】この記事では、機能拡張「ComfyUI-Impact-Pack」のインストールと基本的な使い方を解説！初めての方でも簡単に画像品質を向上させられるように、必要な手順を丁寧に紹介します。 Jan 7, 2024 · What is the role of the 'bbox detector' in the process? - The 'bbox detector' is used to detect the subject as a rectangle, which is then used for further processing like detailing and segmentation. 5のtext to imageのワークフローを構築しながらカスタムノードの追加方法とワークフローに組み込む一連の Sep 13, 2023 · Prestartup times for custom nodes: 0. Jul 18, 2024 · Use the face_yolov8m. BBox Detector captures the bounding box area of the face, whereas SAM captures the entire person. All the images in this repo contain metadata which means they can be loaded into ComfyUI with the Load button (or dragged onto the window) to get the full workflow that was used to create the image. The BboxToInt node is designed to extract specific bounding box coordinates from a list of bounding boxes and convert them into integer values. Set bbox_detector and pose_estimator according to this picture. It leverages ONNX models for object detection tasks, primarily focusing on segmenting and identifying specific objects within an image through bounding boxes (BBOX). このノードには数値で入力する項目が多数あるが未調査。 Jul 27, 2024 · 前言： 学习ComfyUI是一场持久战，而 ComfyUI Impact 是一个庞大的模块节点库，内置许多非常实用且强大的功能节点 ，例如检测器、细节强化器、预览桥、通配符、Hook、图片发送器、图片接收器等等。通过这些节点的组合运用，我们可以实现的工作有很多，例如自动人脸检测和优化修复、区域增强、 Nov 25, 2023 · The only difference is that we only need to use the BBOX DETECTOR and select the face repair model for the face repair, the following example is to use the modelbbox/face_yolov8n_v2. sosso1 Upload 2 files. pt" Ultralytics model - you can download it from the Assets and put it into the "ComfyUI\models\ultralytics\bbox" directory As well as "sam_vit_b_01ec64. . pt; bbox/hand_yolov8s. oukrq grveb xiud cudvzg qqvuc eli yzke lwqy zxzmid zckuii