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What is the best way to convert a large (100GB+ and growing) TIFF to JPEG in Python?
I’m working on a project where I have to convert several of these images into JPEG. I don’t need the originals to be saved, I have a feeling I will have to re-process them several times depending on the requirement but I need them to be small enough for pasting into another CMS system.
I have tried using the pillow lib, but it seems to be slow and quirky and sometimes gives me a GIL error. I have also tried using tiffpy. Can anyone recommend a nice, robust, portable way to get this job done?
A:
The best way seems to be to use the TIFF library TIFffile.py in python 3. It should be a really fast.
import TIFffile
…
image = TIFffile.open_file(path)
image.read_tile()
image.set_tile(‘Exif.Image.Make’, ‘NIKON’)
image.set_tile(‘Exif.Image.Orientation’, 90)
image.set_tile(‘Exif.Image.Width’, 400)
image.set_tile(‘Exif.Image.Height’, 400)
image.set_tile(‘Exif.Image.XResolution’, 400)
image.set_tile(‘Exif.Image.YResolution’, 400)
…
image.write()
This way we can set all the required options in one go.
A:
Here’s another solution using Python Imaging Library. I had to give it a try because I needed to do the same for a project and I needed to generate 200+ images. For me it solved the issue with large files pretty well.
pil_image = Image(open(filename),mode=»RGB»)
print(pil_image.format)
if pil_image.mode == «RGB»:
pil_image.filter(«RGB»)
width, height = pil_image.size
pil_image.save(filename, quality=80)
A:
PIL works well, I needed to get the size of the
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