LibtorchSegmentation

(β˜… 460)

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

File Explorer

Download Latest Version (.zip)
  • .gitignore
  • CMakeLists.txt
  • Config.cmake.in
  • LICENSE
  • prediction.jpg
  • README-Chinese.md
  • README.md
  • segmentation.pc.in
  • trace.py

# Installation Guide

1. Get the code
git clone https://github.com/AllentDan/LibtorchSegmentation

Downloads the entire project code from GitHub to your computer.

cd LibtorchSegmentation

Moves into the project folder you just downloaded.

2. CMake

Medium Recommended
Prerequisites
  • Git Needed to download the project code from GitHub.
  • CMake The tool used to generate build configuration.
  • C/C++ 컴파일러 Windows needs Visual Studio (Community edition, free), macOS needs Xcode Command Line Tools, Linux needs the gcc/g++ package.
cmake -DBUILD_SHARED=TRUE ..

Type this command into your terminal and run it.

cmake ..

Analyzes the source code and generates build configuration files (must be run inside the build folder).

βœ… Check that an executable was created inside the build folder, then run it directly (e.g. ./build/app_name).

Pulled directly from this repo's README.

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