Add rendering speed info and ETA to console output #3
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2
app.py
2
app.py
@@ -1,7 +1,7 @@
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import gradio as gr
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from refacer import Refacer
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MAX_NUM_OF_FACES=5
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MAX_NUM_OF_FACES=8
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refacer = Refacer()
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27
refacer.py
27
refacer.py
@@ -11,6 +11,7 @@ import os
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from pathlib import Path
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import progressbar as pb
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import ffmpeg
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import random
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class Refacer:
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@@ -30,6 +31,13 @@ class Refacer:
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self.rec_app.prepare(0)
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self.face_swapper = insightface.model_zoo.get_model('inswapper_128.onnx', download=True, download_zip=True, providers=['CoreMLExecutionProvider','CUDAExecutionProvider'])
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self.pb_widgets =[
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pb.Percentage(),
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pb.Bar(),
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' ', pb.SimpleProgress(),
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' ', pb.ETA(),
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' ', pb.FileTransferSpeed(unit='it')
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]
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def __prepare_faces(self, faces):
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replacements=[]
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@@ -43,21 +51,24 @@ class Refacer:
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return replacements
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def __convert_video(self,video_path,output_video_path):
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new_path = output_video_path + "_c.mp4"
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stream = ffmpeg.input(output_video_path)
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new_path = output_video_path + random.randint(0,999) + "_c.mp4"
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#stream = ffmpeg.input(output_video_path)
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in1 = ffmpeg.input(output_video_path)
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in2 = ffmpeg.input(video_path)
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out = ffmpeg.output(in1.video, in2.audio, new_path,vcodec="libx264")
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out.run()
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return new_path
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def reface(self, video_path, faces):
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def reface(self, video_path, faces, gr_progress=None):
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output_video_path = os.path.join('out',Path(video_path).name)
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replacement_faces=self.__prepare_faces(faces)
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cap = cv2.VideoCapture(video_path)
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total = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))
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bar = pb.ProgressBar(maxval=total)
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bar = pb.ProgressBar(maxval=total,widgets=self.pb_widgets)
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bar.start()
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fps = cap.get(cv2.CAP_PROP_FPS)
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frame_width = int(cap.get(cv2.CAP_PROP_FRAME_WIDTH))
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frame_height = int(cap.get(cv2.CAP_PROP_FRAME_HEIGHT))
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@@ -65,12 +76,17 @@ class Refacer:
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fourcc = cv2.VideoWriter_fourcc(*'mp4v')
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output = cv2.VideoWriter(output_video_path, fourcc, fps, (frame_width, frame_height))
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bar.start()
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while cap.isOpened():
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flag, frame = cap.read()
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if flag and len(frame)>0:
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pos_frame = cap.get(cv2.CAP_PROP_POS_FRAMES)
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bar.update(pos_frame)
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if gr_progress is not None:
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gr_progress((pos_frame,total),desc=f"Processing frame {pos_frame} of {total}")
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faces = self.face_app.get(frame)
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res = frame.copy()
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@@ -83,6 +99,7 @@ class Refacer:
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output.write(res)
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else:
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break
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bar.finish()
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cap.release()
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output.release()
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