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Setup

$ virtualenv venv        #ensure virtulenv is installed else install it using pip
$ venv/Scripts/activate  #getting into virtual environment
(venv) $ pip install -r requirements.txt

Virtual Environment

A virtual environment ensures no other python package not in our project interferes with the code. We can even keep track of all required packages in this way.

  • Always activate the virtual environment on opening the terminal in this folder, to see (venv) prefixed to the prompt
 $ venv/Scripts/activate  #getting into virtual environment
  • To leave the virtual environment type the following
(venv) $ deactivate

Python Packages

In case of adding a new package using pip install it should be reflected in requirements.txt file. Do it using

(venv) $ pip freeze > requirments.txt

Ensure at all times that packages are installed being inside the virtual environment.

Filter out traffic and roads from the SS images

(venv) $ python main.py

JSON

  • JSON dataset are stored inside json folder which is ignored inside .gitignore to never commit it to GitHub
  • Images are picked up from the ss gen/images folder and the same hierarchy of folders is maintained on the output JSON files as well