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load insightface from extra_model_path #38

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f055b54
load insightface from extra_model_path
xingren23 Feb 21, 2024
087b880
Merge branch 'cubiq:main' into main
xingren23 Mar 6, 2024
762042e
import FaceInsight too slow, import only needed
xingren23 Mar 8, 2024
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9 changes: 6 additions & 3 deletions InstantID.py
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Original file line number Diff line number Diff line change
Expand Up @@ -9,8 +9,6 @@
from comfy.ldm.modules.attention import optimized_attention
from .resampler import Resampler

from insightface.app import FaceAnalysis

import torchvision.transforms.v2 as T
import torch.nn.functional as F

Expand All @@ -21,7 +19,11 @@
current_paths, _ = folder_paths.folder_names_and_paths["instantid"]
folder_paths.folder_names_and_paths["instantid"] = (current_paths, folder_paths.supported_pt_extensions)

INSIGHTFACE_DIR = os.path.join(folder_paths.models_dir, "insightface")
if "insightface" in folder_paths.folder_names_and_paths:
INSIGHTFACE_DIR = folder_paths.folder_names_and_paths["insightface"][0][0]
else:
INSIGHTFACE_DIR = os.path.join(folder_paths.models_dir, "insightface")


def draw_kps(image_pil, kps, color_list=[(255,0,0), (0,255,0), (0,0,255), (255,255,0), (255,0,255)]):
stickwidth = 4
Expand Down Expand Up @@ -357,6 +359,7 @@ def INPUT_TYPES(s):
CATEGORY = "InstantID"

def load_insight_face(self, provider):
from insightface.app import FaceAnalysis
model = FaceAnalysis(name="antelopev2", root=INSIGHTFACE_DIR, providers=[provider + 'ExecutionProvider',]) # buffalo_l
model.prepare(ctx_id=0, det_size=(640, 640))

Expand Down