To prevent regeneration caused by the seed that does not change every time when using 'external_seed', please disable the 'seed random generate' option in the 'Detailer.' node.Additionally, it provides the ability to monitor the cropped image and the refined image of the cropped image. DetailerDebug (SEGS) - Refines the image based on SEGS.Detailer (SEGS) - Refines the image based on SEGS.SEGM Detector (SEGS) - Detects segmentation and returns SEGS from the input image.īBOX Detector (SEGS) - Detects bounding boxes and returns SEGS from the input image. Please note that this operation is performed with batches of MASKS, not just a single MASK.īitwise(MASK & MASK) - Performs a 'bitwise and' operation between two masks.īitwise(MASK - MASK) - Subtracts one mask from another.īitwise(MASK + MASK) - Combine two masks.It serves as a convenient tool to simplify a somewhat intricate workflow.ĬontrolNetApply (SEGS) - To apply ControlNet in SEGS, you need to use the Preprocessor Provider node from the Inspire Pack to utilize this node.īitwise(SEGS & SEGS) - Performs a 'bitwise and' operation between two SEGS.īitwise(SEGS - SEGS) - Subtracts one SEGS from another.īitwise(SEGS & MASK) - Performs a bitwise AND operation between SEGS and MASK.īitwise(SEGS & MASKS ForEach) - Performs a bitwise AND operation between SEGS and MASKS. 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.While batch_masks may not be completely separated, it provides functionality to perform some level of segmentation.As a result, it outputs the combined_mask, which is a unified mask, and batch_masks, which are multiple masks grouped together in batch form.This aspect is expected to be improved in the future. Multiple segments can be found for the same detected area, and currently, a policy is in place to group them arbitrarily in sets of three. SAMDetector (Segmented) - It is similar to SAMDetector (combined), but it separates and outputs the detected segments.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.BBOX Detector (combined) - Detects bounding boxes and returns a mask from the input image.SEGM Detector (combined) - Detects segmentation and returns a mask from the input image.You need to install the ComfyUI-CLIPSeg node extension.CLIPSegDetectorProvider - Wrapper for CLIPSeg to provide BBOX_DETECTOR.ONNXDetectorProvider - Loads the ONNX model to provide BBOX_DETECTOR.The various models available in UltralyticsDetectorProvider can be downloaded through ComfyUI-Manager.Unlike MMDetDetectorProvider, for segm models, BBOX_DETECTOR is also provided.UltralyticsDetectorProvider - Loads the Ultralystics model to provide SEGM_DETECTOR, BBOX_DETECTOR.There may be malfunctions when using the existing workflow. With the addition of wildcard support in FaceDetailer, the structure of DETAILER_PIPE-related nodes and Detailer nodes has changed.Attempting to load the "ComfyUI-Impact-Pack" on ComfyUI versions released before June 27, 2023, will result in a failure.The "PreviewBridge" feature may not function correctly on ComfyUI versions released before July 1, 2023.However, please note that the latest versions of ComfyUI and ComfyUI-Manager are required. The permission error related to cv2 that occurred during the installation of Impact Pack has been patched in version 2.21.4.An additional output called "enhanced_alpha_list" has been added to Detailer-related nodes. If you continue to use the existing workflow, errors may occur during execution. Between versions 2.22 and 2.21, there is partial compatibility loss regarding the Detailer workflow.Through ComfyUI-Impact-Subpack, you can utilize UltralyticsDetectorProvider to access various detection models.Starting from V3.0, nodes related to mmdet are optional nodes that are activated only based on the configuration settings.Please make sure to upgrade to a newer version. In versions below V3.3.1, there was an issue with the image quality generated after using the UltralyticsDetectorProvider.Starting from V3.6, requires latest version(Aug 8, 9ccc965) of ComfyUI.Selection weight syntax is changed(: -> ::) since V3.16.If you will use MediaPipe FaceMesh to SEGS update to latest version(Sep. V4.7.2 isn't compatible with old version of ControlNet Auxiliary Preprocessor.Please adjust the parameters accordingly. V4.20.1: Due to the feature update in RegionalSampler, the parameter order has changed, causing malfunctions in previously created RegionalSamplers. ![]() This custom node helps to conveniently enhance images through Detector, Detailer, Upscaler, Pipe, and more.
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