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optimize import speed load time #29

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optimize import speed load time #29

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97cc468
optimize import speed load time
xingren23 Mar 8, 2024
ac13231
lazy load
xingren23 Mar 8, 2024
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14 changes: 6 additions & 8 deletions modules/ImageSegmentation.py
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Original file line number Diff line number Diff line change
@@ -1,15 +1,8 @@
import torch
from PIL import Image
from rembg import remove, new_session

import time
import folder_paths

from ..session.CustomSession import CustomAbstractSession
from ..session.CustomSession import CustomSessionContainer
from ..session.ModnetPhotographicSession import ModnetPhotographicSession
from ..session.ModnetWebcamSession import ModnetWebcamSession


class ImageSegmentation:
def __init__(self):
pass
Expand Down Expand Up @@ -64,6 +57,9 @@ def node(
post_process_mask,
session=None
):
from rembg import remove, new_session
from ..session.ModnetPhotographicSession import ModnetPhotographicSession
from ..session.ModnetWebcamSession import ModnetWebcamSession
if session is None:
if model == "isnetis":
session = new_session("isnet-anime")
Expand Down Expand Up @@ -150,8 +146,10 @@ def node(
std,
size
):
from ..session.CustomSession import CustomSessionContainer
container = CustomSessionContainer(mean, mean, mean, std, std, std, size, size)

from ..session.CustomSession import CustomAbstractSession
class CustomSession(CustomAbstractSession):
def __init__(self):
super().__init__(model)
Expand Down