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Installation Documentation

Environment

  • Python 3
  • Pytorch 1.9+
  • Numpy
  • Opencv-python
  • Scikit-image
  • Scikit-learn

Installation Precdure

Package Installation

(Pytorch Installation, skip if Pytorch already exsit)

#conda
conda install pytorch torchvision torchaudio cudatoolkit=11.3 -c pytorch

#pip
pip install torch torchvision torchaudio
  • Install latest Pytorch as default, for different verision please see pytorch.org
  • Notice that Pytorch can be installed via conda or pip, if you suffering from network issues, please use pip with Tsinghua index url.
pip install torch torchvision torchaudio -i https://pypi.tuna.tsinghua.edu.cn/simple
  • To validate Pytorch installation, type the statements below.
>>import torch 
>>torch.cuda.is_availble()
#Get "True" when pytorch (GPU Version) successfully installed

CACTI Installation

# Download CACTI Code Library
git clone https://github.com/ucaswangls/cacti.git

#Install releative packages
cd cacti
pip install -r requirements.txt

#Compile and install CACTI
python setup.py develop
  • If you suffering from network issues when running pip install -r requirements.txt command, please use the Tsinghua index url.
pip install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple/

Validate CACTI installation

python tools/test_cacti_repo.py

Text shown below when CACTI successfully installed

Welcome to the Video SCI repository!