Hierarchical segmentation and extraction of various measurements from photos of (not only) arthropods.
Project description
MAPHIS
MAPHIS is a GPL open-source application that allows you to automatically or manually perform hierarchical segmentation of arthropod photos, and to extract various measurements describing the size, shape, colour, or texture properties of their individual body parts.
The application is not limited only to arthropod photos. With a different segmentation plugin or using manual editing, even photos from completely unrelated domains can be processed.
Below you will find instructions how to obtain and install MAPHIS
. Please visit https://maphis.fi.muni.cz/ for more resources about MAPHIS
.
Installing and running on Windows
For Windows users we provide a convenient distribution package at: https://cbia.fi.muni.cz/files/software/maphis/maphis.zip.
Extract the contents of the downloaded zip-file at a destination of your choosing and run MAPHIS
by executing the file maphis.exe
inside the extracted folder.
NOTE: This way of obtaining and running MAPHIS
is the most convenient. However, because of the way the distribution is generated, you may encounter that MAPHIS
freezes when clicking on labels in the Labels tree view (it does not happen on all machines, though). As far as we know this problem is not MAPHIS
-specific and is currently out of our hands, and therefore if you do encounter such a problem, we recommend looking at the alternative ways of installing MAPHIS
detailed in the sections below.
Alternative ways of installing MAPHIS
The next two sections detail how to install MAPHIS
either through the Python Package Index
or git
. The required prerequisite for both of these ways is to have the Python
interpreter installed. You can obtain Python
from https://www.python.org/. MAPHIS
is compatible with Python
versions 3.8
or later, however it was developed and extensively tested mainly with Python 3.8
.
Virtual environment
As MAPHIS
contains a few dependencies, their versions might clash with versions of the same dependencies that you already may have installed in your Python environment
. To prevent this, we recommend installing MAPHIS
(and it is generally a good practice for other big projects) in its own virtual environment
(see https://realpython.com/python-virtual-environments-a-primer/#why-do-you-need-virtual-environments for further explanation).
The steps below describe how to create a virtual environment using the miniconda
manager. Virtual environment management can be also achieved with the modules venv
(https://docs.python.org/3/library/venv.html) or virtualenv
(https://virtualenv.pypa.io/en/latest/).
-
Download and install
miniconda
for your operating system from https://docs.conda.io/projects/conda/en/latest/user-guide/install/index.html. -
Open up
Anaconda Powershell Prompt
orAnaconda Prompt
(Windows) or your terminal emulator (Linux). -
In the prompt, create a new virtual environment called
maphis
with Python 3.8 (you can change the version inpython=3.8
as you like, it should be 3.8 or higher, though):conda create -n maphis python=3.8
Alternative 1: Installing from PyPI and running from command line (Linux, Windows)
In this section we describe how to obtain MAPHIS
from the Python Package Index
(PyPI).
Installation
- Activate the virtual environment:
conda activate maphis
- Install the app:
python -m pip install maphis
Running
- Activate the virtual environment:
conda activate maphis
- Start
MAPHIS
like so:python -m maphis
Alternative 2: For developers - cloning the git
repository
Installation
- Clone the repository from https://gitlab.fi.muni.cz/cbia/maphis
- Go to the root directory of the cloned repository
- Activate the virtual environment:
conda activate maphis
- Install the requirements:
python -m pip install -r requirements.txt
- Install the app in editable mode:
python -m pip install -e .
Running
- Activate the virtual environment:
conda activate maphis
- Go to the root directory of the cloned repository
- Run:
python maphis/__main__.py
Or you can alternatively run MAPHIS
with python -m maphis
after Step 1.
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