Just rolled out a real-time inpainting pipeline using SAM2 and Comfystream , running on an 4090 via RunPod. Followed this guide to get runpod template and required models.
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Descripción de la fuente
Real-Time Inpainting Workflow
Just rolled out a real-time inpainting pipeline using SAM2 and Comfystream , running on an 4090 via RunPod. Followed this guide https://pipelines.livepeer.org/docs/technical/getting-started/install-comfystream#remote-gpu to get runpod template and required models.
Custom nodes:
SAM2 for segmentation: https://github.com/neverbiasu/ComfyUI-SAM2
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Explicación generada por IA basada en los detalles de la fuente y la configuración. Las sugerencias están claramente identificadas.
Use this workflow to inpaint an input image: LoadImage names the image input, SAM2 handles segmentation, Crop Stitch and Impact Pack are the inpainting modules, and PreviewImage is the named preview output.
Other listed processing nodes include InpaintCropImproved, InpaintStitchImproved, KSampler, and VAEDecode.
LoadImage is the named image input, and PreviewImage is the named preview output.
The described setup uses Comfystream on a 4090 via RunPod and links a remote-GPU guide for the RunPod template and required models.
Named node packs include ComfyUI-SAM2, ComfyUI-Inpaint-CropAndStitch, and ComfyUI-Impact-Pack.
Other listed node packs are ComfyUI-Depth-Anything-Tensorrt, ComfyUI-Torch-Compile, ComfyUI-Stream-Pack, and ComfyUI_TensorRT.
Other listed node names are CLIPLoader; CLIPTextEncode; ControlNetApplyAdvanced; ControlNetLoader; DepthAnythingTensorrt; DifferentialDiffusion; FeatureBankAttentionProcessor; GroundingDinoModelLoader (segment anything2); GroundingDinoSAM2Segment (segment anything2); GrowMask; I
The listed base model is SD 1.5.
Before use, check that your local files include CLIPText/model.fp16.safetensors and control_v11f1p_sd15_depth_fp16.safetensors.
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Fuentes
1 fuenteExtractos de fuentes
1 extractoSource context: 142 downloads · Type Workflows · Base model SD 1.5
Inpainting modules :
Impact Pack: https://github.com/ltdrdata/ComfyUI-Impact-Pack
I'll be sharing more real-time workflows soon— follow me on X to stay updated !
Requisito de VRAM estimado
Estimación no disponible
Los tamaños de los modelos aún no están lo bastante completos para calcular este requisito.
Requisitos
26 requisitosCLIPLoader
PosibleText encoder · Unknown
CLIPText/model.fp16.safetensors
No resueltoText encoder · Hugging Face · CLIPText/model.fp16.safetensors
control_v11f1p_sd15_depth_fp16.safetensors
No resueltoControlNet · Unknown
GroundingDinoModelLoader (segment anything2)
Archivo sin verificarSegmentation · Unknown · ComfyUI-SAM2
GroundingDinoSAM2Segment (segment anything2)
Archivo sin verificarSegmentation · Unknown · ComfyUI-SAM2
SAM2ModelLoader (segment anything2)
Archivo sin verificarSegmentation · Unknown · ComfyUI-SAM2
VAE · Unknown · ComfyUI-Torch-Compile
VAEDecode
PosibleVAE · Unknown
VAELoader
PosibleVAE · Unknown
CLIPTextEncode
PosiblePaquete de nodos · Unknown
ControlNetApplyAdvanced
PosiblePaquete de nodos · Unknown
ControlNetLoader
PosiblePaquete de nodos · Unknown
Paquete de nodos · Unknown
DifferentialDiffusion
No resueltoPaquete de nodos · Unknown
Paquete de nodos · Unknown
GrowMask
PosiblePaquete de nodos · Unknown
ImageResize+
PosiblePaquete de nodos · Unknown
Paquete de nodos · Unknown
Paquete de nodos · Unknown
InpaintModelConditioning
PosiblePaquete de nodos · Unknown
Paquete de nodos · Unknown
KSampler
PosiblePaquete de nodos · Unknown
LoadImage
PosiblePaquete de nodos · Unknown
PreviewImage
PosiblePaquete de nodos · Unknown
Paquete de nodos · Unknown
Paquete de nodos · Unknown