WORK IN PROGRESS

Use as your own risk.

Environment

conda create -n env python=3.7 anaconda
conda install pytorch torchvision cpuonly -c pytorch 
conda install -c conda-forge opencv
&lt;!--  pip install comet_ml --&gt;
# conda install -c comet_ml -c conda-forge comet_ml  # maybe bug
conda install ignite -c pytorch
pip install pytorch-ignite  # if conda downgrade pytorch, then use pip
conda install -c conda-forge h5py
conda install scikit-learn
conda install -c anaconda pillow  # consider conda-forge
conda install -c anaconda numpy  # 
conda install -c anaconda matplotlib  # 
conda install pandas
# pip install torchsummary 
# pip install kornia # still buggy not recommended

for CUDA 9.0

shell script conda install pytorch==1.1.0 torchvision==0.3.0 cudatoolkit=9.0 -c pytorch conda install pytorch torchvision cudatoolkit=10.2 -c pytorch conda install pytorch torchvision cudatoolkit=10.1 -c pytorch

make data folder

Let make /data folder at root

cd /
sudo mkdir data
sudo chown -R tt /data/

When you use comet.ml shell script conda install -c comet_ml comet_ml

"" TODO: https://github.com/kornia/kornia/blob/master/kornia/losses/ssim.py

add ssim from here

I have trouble using ssim, the model does not trained. If you are not sure about ssim, avoid it now. Or find big, well maintained open-source implementation of ssim.

Hints:
Before first commit, do not forget to setup your git environment:

git config --global user.name "your_name_here"
git config --global user.email "your@email_here"

Clone this repository using HTTP(S):

git clone https://rocketgit.com/user/hahattpro/crowd_counting_framework

Clone this repository using ssh (do not forget to upload a key first):

git clone ssh://rocketgit@ssh.rocketgit.com/user/hahattpro/crowd_counting_framework

Clone this repository using git:

git clone git://git.rocketgit.com/user/hahattpro/crowd_counting_framework

You are allowed to anonymously push to this repository.
This means that your pushed commits will automatically be transformed into a merge request:

... clone the repository ...
... make some changes and some commits ...
git push origin main