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All Projects → LongLong-Jing → PyTorch-UNet

LongLong-Jing / PyTorch-UNet

Licence: other
PyTorch Implementation for Segmentation and Saliency Prediction

Programming Languages

python
139335 projects - #7 most used programming language

Labels

segmentationunetforeground-detectionsaliency-detectionpytorch-unetforeground-segmentation

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PyTorch-UNet

PyTorch Implementation for Foreground Segmentation and Saliency Prediction

Prerequisites

  • Linux or macOS
  • Python 2
  • CPU or NVIDIA GPU + CUDA CuDNN

Getting Started

Installation

  • Install PyTorch and dependencies from http://pytorch.org
  • Install Torch vision from the source.
git clone https://github.com/pytorch/vision
cd vision
python setup.py install
  • Clone this repo:
git clone https://github.com/LongLong-Jing/PyTorch-UNet
cd PyTorch-UNet

Unet train/test

  • Train a model:
python train_D.py
  • Test the model:
python test.py
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