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Title | Erxin, Shang(Edwin, 尚尔鑫)’s Home Page | Knowledge should be |
Description | Erxin, Shang(Edwin, 尚尔鑫)’s Home Page Knowledge should be free. Menu Home Projects Connected Patents About Memory increasing issue when convert Pillow Imag |
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Erxin, Shang(Edwin, 尚尔鑫)’s Home Page Knowledge should be free. Menu Home Projects Connected Patents About Memory increasing issue when convert Pillow Image (8.3.1) either to Numpy array or OpenCV Image Leave a reply Background introduction Recently our project encounter a memory increase issue after upgrade from Pillow 8.2.0 to Pillow 8.3.0. Memory consumption after upgrading the Pillow (8.3.1): The memory consumption before upgrading the Pillow (8.2.0): It seems the library bring lots of memory increments. BTW. The issue can not be produce before we build the project. Solution After I spent a few days to find the root cause and the solution. The issue code is located to a pillow image conversion At the beginning, I suspect this would be a regression in Pillow, so I search their github issues https://github.com/python-pillow/Pillow/issues/2019 https://github.com/python-pillow/Pillow/issues/5180 Both of these two threads indicate the issues are fixed. But I still tried to pull the fix |
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