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product2204
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Create app.py
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app.py
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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 pydub import AudioSegment
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from moviepy.editor import VideoFileClip, AudioFileClip
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import tempfile
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import os
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def image_to_video(image, audio):
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"""
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Converts an image and an audio file into a video.
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Parameters:
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- image: Uploaded image file.
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- audio: Uploaded audio file.
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"""
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# Create temporary paths for the files
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image_path = tempfile.mktemp(suffix=".png")
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audio_path = tempfile.mktemp(suffix=".mp3")
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video_path = tempfile.mktemp(suffix=".mp4")
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# Save uploaded files to temporary paths
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image.save(image_path)
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audio.save(audio_path)
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# Load the image
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img = cv2.imread(image_path)
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# Get image dimensions
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height, width, layers = img.shape
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# Define the codec and create VideoWriter object
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fourcc = cv2.VideoWriter_fourcc(*'mp4v')
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video = cv2.VideoWriter(video_path, fourcc, 30, (width, height))
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audio_segment = AudioSegment.from_file(audio_path)
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duration_sec = len(audio_segment) / 1000.0 # Convert duration from ms to seconds
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# Calculate the number of frames needed
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num_frames = int(duration_sec * 30) # Assuming 30 fps
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# Write the image to the video file for the required number of frames
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for _ in range(num_frames):
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video.write(img)
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# Release the video writer
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video.release()
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# Add audio to the video
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video_clip = VideoFileClip(video_path)
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audio_clip = AudioFileClip(audio_path)
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final_clip = video_clip.set_audio(audio_clip)
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final_clip.write_videofile(video_path, codec="libx264", audio_codec="aac")
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return video_path
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# Define the Gradio interface
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iface = gr.Interface(
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fn=image_to_video,
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inputs=[gr.inputs.Image(label="Upload Image"), gr.inputs.Audio(label="Upload Audio")],
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outputs=gr.outputs.Video(label="Output Video"),
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title="Image to Video Converter",
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description="Converts an image and an audio file into a video."
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)
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# Launch the app
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iface.launch()
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