roop/core/processor.py

36 lines
1.2 KiB
Python

import cv2
import insightface
import onnxruntime
import core.globals
from core.config import get_face
from core.utils import rreplace
face_swapper = insightface.model_zoo.get_model('inswapper_128.onnx', providers=core.globals.providers)
def process_video(source_img, frame_paths):
source_face = get_face(cv2.imread(source_img))
for frame_path in frame_paths:
frame = cv2.imread(frame_path)
try:
face = get_face(frame)
if face:
result = face_swapper.get(frame, face, source_face, paste_back=True)
cv2.imwrite(frame_path, result)
print('.', end='', flush=True)
else:
print('S', end='', flush=True)
except Exception as e:
print('E', end='', flush=True)
pass
def process_img(source_img, target_path):
frame = cv2.imread(target_path)
face = get_face(frame)
source_face = get_face(cv2.imread(source_img))
result = face_swapper.get(frame, face, source_face, paste_back=True)
target_path = rreplace(target_path, "/", "/swapped-", 1) if "/" in target_path else "swapped-"+target_path
print(target_path)
cv2.imwrite(target_path, result)