install.md

Prerequisites

• Linux & Windows
• TorchVision: 0.13.1
• OpenCv: 4.8.0
• Python 3.8+
• PyTorch 1.7+
• CUDA 9.2+
• GCC 5+
• MMCV: 1.7.1
• MMCV Compiler: GCC 9.3
• MMCV CUDA Compiler: 11.3
• MMDetection: 2.26.0+
• MMRotate: 0.3.2+

Installation

Prepare environment

1. Create a conda virtual environment and activate it.

   conda create -n LGP python=3.8 -y
   conda activate LGP

2. Install PyTorch and torchvision following the official instructions, e.g.,

   conda install pytorch torchvision -c pytorch

   Note: Make sure that your compilation CUDA version and runtime CUDA version match !!!!. You can check the supported CUDA version for precompiled packages on the PyTorch website.

   E.g If you have CUDA 11.7 installed under /usr/local/cuda and would like to install PyTorch 1.13, you need to install the prebuilt PyTorch with CUDA 11.7.

   conda install pytorch==1.13.1 torchvision==0.14.1 torchaudio==0.13.1 pytorch-cuda=11.7 -c pytorch -c nvidia

Install Dependency

pip install openmim
mim install mmcv-full==1.6.0
mim install mmdet==2.26.0
mim install mmrotate==0.3.2

pip install piq==0.7.0
pip install PyWavelets
pip install sewar
pip install seaborn
pip install umap
# pip install pyiqa

You can find details in these docs:

• mmdet 2.26.0+

• mmrotate0.3.2+