codebase-segmentation-pytorch
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VincentXWD
My personal codebase for segmentation tasks.
Bumps [opencv-python](https://github.com/skvark/opencv-python) from 3.4.2.17 to 4.2.0.32. Release notes Sourced from opencv-python's releases. 4.2.0.32 opencv-python: https://pypi.org/project/opencv-python/ opencv-contrib-python: https://pypi.org/project/opencv-contrib-python/ opencv-python-headless: https://pypi.org/project/opencv-python-headless/ opencv-contrib-python-headless: https://pypi.org/project/opencv-contrib-python-headless/ OpenCV version 4.2.0. Changes: macOS environment updated from xcode8.3...
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I noticed that there're some segmentation models that used modified resnet as backbone. E.g. [this](https://github.com/wuhuikai/FastFCN/blob/master/encoding/dilated/resnet.py#L139-L148) network. I think it's better to train such a backbone on my own to accomplish...
RT. Need a well trained Dilated ResNet-101 backbone PSPNet checkpoint. But currently we do not have too much GPU resources. I think its mIU will be around 78% in multi-scales...
Bumps [torch](https://github.com/pytorch/pytorch) from 1.3.0 to 1.13.1. Release notes Sourced from torch's releases. PyTorch 1.13.1 Release, small bug fix release This release is meant to fix the following issues (regressions /...
Bumps [scipy](https://github.com/scipy/scipy) from 1.3.1 to 1.10.0. Release notes Sourced from scipy's releases. SciPy 1.10.0 Release Notes SciPy 1.10.0 is the culmination of 6 months of hard work. It contains many...