Comfyui bbox detector example. pt model for facial repair.
Comfyui bbox detector example This node pack offers various detector nodes and detailer nodes that allow you to configure a workflow that automatically enhances facial details. pt as the bbox_detector. Extension: ComfyUI Impact Pack. Here is an example of another generation using the same workflow. 3. . As I mentioned in my previous article [ComfyUI] AnimateDiff Workflow with ControlNet and FaceDetailer about the ControlNets used, this time we will focus on the control of these three ControlNets. About Impact-Pack. Category. Understanding the Impact Pack Nodes 7. safetensors; Inputs - pipe[model, conditioning, conditioning, samples, vae, clip, image, seed], bbox_detector, sam_model_opt; Outputs - detailer_pipe[model I'm having the same issue. Running Multiple Passes 8. crop_factor FLOAT. If using mask-area, only some of the SAMLoader - Loads the SAM model. 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 Node: UltralyticsDetectorProvider. png ``` and ```BBOX Detector (SEGS)``` is that the former outputs a single mask by combining all detected bboxes, and the latter outputs **SEGS** consisting of various information, including the cropped 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. For example, using the bbox/face_yolov8m. pt; Outputs. This network can also be run completely SAMLoader - Loads the SAM model. inputs: insightface: Use the Load InsightFacenode from ComfyUI_IPAdapter_plus; image; threshold: minimal confidence score for detection; min_size: minimum face size for detection; max_size: maximum face size for detection Regarding facial repair, we can perform facial repair after clothing is done, following a similar process. And provide iterative upscaler. ; SAMLoader - Loads the SAM model. This solution uses BBoxDetectorForEach for face detection and SAMDetectorCombined for This extension offers various detector nodes and detailer nodes that allow you to configure a workflow that automatically enhances facial details. Lineart. Please share your tips, tricks, and workflows for using this software to create your AI art. ImpactPack. Depth. BBOX stands for Bounding Box, which captures detection areas as rectangular regions. The ComfyUI-Impact-Pack adds many Custom Nodes to [ComfyUI] “to conveniently enhance images through Detector, Detailer, SAMLoader - Loads the SAM model. pt model, you can obtain masks for the rectangular Basic auto face detection and refine example. Outputs. ; The various models available in UltralyticsDetectorProvider can be downloaded through ComfyUI-Manager. Fixed opencv's conflicts between this extension, ReActor and Roop. The only difference is that for facial repair, we only need to use the BBOX DETECTOR and select the facial repair model. ; The various models available in UltralyticsDetectorProvider can be downloaded through ComfyUI Mask Pointer is an approach to using small masks indicated by mask points in the detection_hint as prompts for SAM. Share and Run ComfyUI workflows in the cloud. ImpactPack/Detector. Fixes: "RAM issue", "No detection" for MaskingHelper; Result example If you don't have the "face_yolov8m. The various models available in UltralyticsDetectorProvider can be downloaded through ComfyUI-Manager. 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. labels STRING. Contribute to TinyTerra/ComfyUI_tinyterraNodes development by v_label - for a concatenation of the values being set. ; UltralyticsDetectorProvider - Loads the Ultralystics model to provide SEGM_DETECTOR, BBOX_DETECTOR. SEGM_DETECTOR. You can load models for BBOX_MODEL or SEGM_MODEL using MMDetDetectorProvider. png) ![original](advanced-simple-original. Advanced Face Restoration with the Impact Pack 7. After getting the bbox, there is a node for getting the x, y, width and height of the bbox. ; The various models available in UltralyticsDetectorProvider can be downloaded through ComfyUI SAMLoader - Loads the SAM model. Face Detailer with AnimateDiff Before, I didn't realize that the segs output by Simple Detector (SEGS) were wrong until I connected BBOX Detector (SEGS) and SAMDetector (combined) separately and with Simple Detector (SEGS) Compare. 2. bbox_detector BBOX_DETECTOR. Thanks Gourieff for the solution! A torchscript bbox detector is compatiable with an onnx pose estimator and vice versa. pt" Ultralytics model - you can download it from the Assets and put it into the "ComfyUI\models\ultralytics\bbox" directory; As well as one or both of "Sams" models from Contribute to tianqingyu/comfyui_controlnet_aux_preprocess development by creating an account on GitHub. ; The various models available in UltralyticsDetectorProvider can be downloaded through ComfyUI ComfyUI Node: BBOX Detector (SEGS) Authored by ltdrdata. bbox/face_yolov8m. Please keep posted images SFW. Unlike MMDetDetectorProvider, for segm models, BBOX_DETECTOR is also provided. There is a BBox detector in Impact Nodes (I'm on phone so I can't get you the link). The following example uses the bbox/face_yolov8n_v2. Inputs. Bbox Detector and Second Detector 7. 1. Enhancing Faces with Generated Passes; Tips for Effective Face Restoration 8. Authored by ltdrdata. BBOX_DETECTOR. 4. NOTE: To BBOX Detector (combined) - Detects bounding boxes and returns a mask from the input image. Today, I learn to use the FaceDetailer and Detailer (SEGS) nodes in the ComfyUI-Impact-Pack to fix small, ugly faces. The following is the workflow used for testing: segdetector. After we use ControlNet to extract the image data, when we want to do the description, theoretically, the processing of Welcome to the unofficial ComfyUI subreddit. ; The various models available in UltralyticsDetectorProvider can be downloaded through ComfyUI Prompt & ControlNet. 1788 stars. model_name. However, it is recommended to use the PreviewBridge and Open in SAM Detector approach instead. ComfyUI enthusiasts use the Face Detailer as an SAMLoader - Loads the SAM model. detailer_hook DETAILER_HOOK. ![workflow](advanced-simple-workflow. ; AlignFaces. drop_size INT. Created 2 years ago. In the example above if both were set to v_label: model. Use the sam_vit_b_01ec64. OpenPose. SAMLoader - Loads the SAM model. Experimenting with Settings 8. ; Welcome to the unofficial ComfyUI subreddit. pt; segm/person_yolov8m-seg. Summary. ; The various models available in UltralyticsDetectorProvider can be downloaded through ComfyUI UltralyticsDetectorProvider - Loads the Ultralystics model to provide SEGM_DETECTOR, BBOX_DETECTOR. Until it is fixed, adding an additional SAMDetector will give the correct effect. json. (TODO: Workflow example). pt model for facial repair. ; Stable Diffusion XL has trouble producing accurately proportioned faces when they are too small. ; When setting the detection-hint as mask-points in SAMDetector, multiple mask fragments are provided as SAM prompts. Using the Face Detailer Node 7. ONNXDetectorProvider - Loads the ONNX # Basic auto face detection and refine example. dilation INT. UltralyticsDetectorProvider - Loads the Ultralystics model to provide SEGM_DETECTOR, BBOX_DETECTOR. 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. pth as the SAM_Model. If you load a bbox model, only BBOX_MODEL This extension offers various detector nodes and detailer nodes that allow you to configure a workflow that automatically enhances facial details. SAMDetector (combined) - Utilizes the SAM technology to extract the segment at the location indicated by the input SEGS on the input To add to this, you can go to Comfy Manager and pick Install Models, then search for "bbox" or "segm" to find a bunch of detection models and have them installed into the proper folder. Updated 26 days ago. image IMAGE. Authored This node pack offers various detector nodes and detailer nodes that allow you to configure a workflow that automatically enhances facial details. This extension offers various detector Welcome to the unofficial ComfyUI subreddit. threshold FLOAT. pt; bbox/hand_yolov8s. The various models Use the face_yolov8m. NOTE: To When enhancing a person's face, the following combination effectively eliminates distortion caused by the backdrop. jfduu rzjvkfpk pqnv wcqxpu tfzwvmz mgjilq rvmv xml yyfx jyg