Update app.py
Browse files
app.py
CHANGED
@@ -2,6 +2,7 @@ import spaces
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import gradio as gr
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import cv2
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import numpy as np
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from PIL import Image
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from transparent_background import Remover
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@@ -15,7 +16,8 @@ def doo(video):
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writer = None
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frame_count = 0
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max_frames =
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while cap.isOpened():
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ret, frame = cap.read()
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@@ -27,7 +29,7 @@ def doo(video):
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img = Image.fromarray(frame).convert('RGB')
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if writer is None:
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writer = cv2.VideoWriter('
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out = remover.process(img, type='green')
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writer.write(cv2.cvtColor(np.array(out), cv2.COLOR_BGR2RGB))
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@@ -43,11 +45,26 @@ def doo(video):
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cap.read() # Skip frames that have already been processed
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writer = None
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frame_count = 0
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cap.release()
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if writer is not None:
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writer.release()
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iface = gr.Interface(fn=doo, inputs="video", outputs="video")
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iface.launch()
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import gradio as gr
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import cv2
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import numpy as np
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import os
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from PIL import Image
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from transparent_background import Remover
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writer = None
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frame_count = 0
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max_frames = 400 # Maximum number of frames to process at a time
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segment_count = 0 # Count of video segments processed
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while cap.isOpened():
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ret, frame = cap.read()
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img = Image.fromarray(frame).convert('RGB')
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if writer is None:
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writer = cv2.VideoWriter(f'output_{segment_count}.mp4', cv2.VideoWriter_fourcc(*'mp4v'), fps, img.size)
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out = remover.process(img, type='green')
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writer.write(cv2.cvtColor(np.array(out), cv2.COLOR_BGR2RGB))
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cap.read() # Skip frames that have already been processed
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writer = None
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frame_count = 0
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segment_count += 1
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cap.release()
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if writer is not None:
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writer.release()
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# Concatenate all the video segments
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final_output = cv2.VideoWriter('final_output.mp4', cv2.VideoWriter_fourcc(*'mp4v'), fps, img.size)
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for i in range(segment_count):
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cap = cv2.VideoCapture(f'output_{i}.mp4')
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while cap.isOpened():
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ret, frame = cap.read()
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if ret is False:
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break
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final_output.write(frame)
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cap.release()
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os.remove(f'output_{i}.mp4') # Delete the segment file
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final_output.release()
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return 'final_output.mp4'
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iface = gr.Interface(fn=doo, inputs="video", outputs="video")
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iface.launch()
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