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January 31, 2024 23:35
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Convert a number of individual frames to a compressed MP4 movie with ffmpeg on Linux from Python
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# https://chat.openai.com/c/cff8e0fc-20df-4425-9e2b-7aa8228ab7a1 | |
## Install ffmpeg on RHEL8: https://www.benholcomb.com/ffmpeg-on-rhel8/ | |
## After that | |
# sudo yum install python3-devel | |
## Create virtual environment | |
# python3 -m venv path/to/venv | |
# cd path/to/venv | |
# bin/activate | |
## install imageio and ffmpeg wrapper | |
# pip install imageio[ffmpeg] | |
import os | |
import imageio | |
input_folder = '/research_jude/common/Roman/frames/' | |
output_file = '/research_jude/common/Roman/ffmpeg_output.mp4' | |
# List all image files in the input folder | |
image_files = [f for f in os.listdir(input_folder) if f.endswith('.tif')] | |
image_files.sort() # Ensure the frames are in the correct order | |
# Create a writer for the output video file with custom FFmpeg options | |
writer = imageio.get_writer(output_file, codec='libx264', ffmpeg_params=['-crf', '30']) | |
# Iterate through image files and write to the output file | |
for image_file in image_files: | |
image_path = os.path.join(input_folder, image_file) | |
frame = imageio.imread(image_path) | |
writer.append_data(frame) | |
# Close the writer to finalize the output file | |
writer.close() |
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