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Refactor and Optimize Cross-Platform Support, Error Handling, and UI Enhancements

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This commit is contained in:
Zohar Babin
2024-08-10 22:36:12 -04:00
parent 8d3072d906
commit 6b0cc74957
12 changed files with 453 additions and 387 deletions
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modules/processors/frame/face_swapper.py
+6 -12
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@@ -2,6 +2,7 @@ from typing import Any, List
import cv2
import insightface
import threading
import os
import modules.globals
import modules.processors.frame.core
@@ -14,26 +15,25 @@ FACE_SWAPPER = None
THREAD_LOCK = threading.Lock()
NAME = 'DLC.FACE-SWAPPER'
def pre_check() -> bool:
download_directory_path = resolve_relative_path('../models')
conditional_download(download_directory_path, ['https://huggingface.co/hacksider/deep-live-cam/blob/main/inswapper_128_fp16.onnx'])
conditional_download(download_directory_path, [
'https://huggingface.co/hacksider/deep-live-cam/blob/main/inswapper_128_fp16.onnx'
])
return True
def pre_start() -> bool:
if not is_image(modules.globals.source_path):
update_status('Select an image for source path.', NAME)
return False
elif not get_one_face(cv2.imread(modules.globals.source_path)):
update_status('No face in source path detected.', NAME)
update_status('No face detected in the source path.', NAME)
return False
if not is_image(modules.globals.target_path) and not is_video(modules.globals.target_path):
update_status('Select an image or video for target path.', NAME)
return False
return True
def get_face_swapper() -> Any:
global FACE_SWAPPER
@@ -43,11 +43,9 @@ def get_face_swapper() -> Any:
FACE_SWAPPER = insightface.model_zoo.get_model(model_path, providers=modules.globals.execution_providers)
return FACE_SWAPPER
def swap_face(source_face: Face, target_face: Face, temp_frame: Frame) -> Frame:
return get_face_swapper().get(temp_frame, target_face, source_face, paste_back=True)
def process_frame(source_face: Face, temp_frame: Frame) -> Frame:
if modules.globals.many_faces:
many_faces = get_many_faces(temp_frame)
@@ -60,7 +58,6 @@ def process_frame(source_face: Face, temp_frame: Frame) -> Frame:
temp_frame = swap_face(source_face, target_face, temp_frame)
return temp_frame
def process_frames(source_path: str, temp_frame_paths: List[str], progress: Any = None) -> None:
source_face = get_one_face(cv2.imread(source_path))
for temp_frame_path in temp_frame_paths:
@@ -69,18 +66,15 @@ def process_frames(source_path: str, temp_frame_paths: List[str], progress: Any
result = process_frame(source_face, temp_frame)
cv2.imwrite(temp_frame_path, result)
except Exception as exception:
print(exception)
pass
print(f"Error processing frame {temp_frame_path}: {exception}")
if progress:
progress.update(1)
def process_image(source_path: str, target_path: str, output_path: str) -> None:
source_face = get_one_face(cv2.imread(source_path))
target_frame = cv2.imread(target_path)
result = process_frame(source_face, target_frame)
cv2.imwrite(output_path, result)
def process_video(source_path: str, temp_frame_paths: List[str]) -> None:
modules.processors.frame.core.process_video(source_path, temp_frame_paths, process_frames)