How to Install mahotas in Python
Mahotas: Computer Vision Library
pip install mahotas
What is mahotas?
Mahotas: Computer Vision Library
Mahotas is a library of fast computer vision algorithms (all implemented in C++ for speed) operating over numpy arrays.
Python versions 2.7, 3.4+, are supported.
- watershed - convex points calculations. - hit & miss, thinning. - Zernike & Haralick, LBP, and TAS features. - Speeded-Up Robust Features (SURF), a form of local features. - thresholding. - convolution. - Sobel edge detection. - spline interpolation - SLIC super pixels.
Quick Start
Minimal example to get started with mahotas:
import mahotas
print(mahotas.__version__)
Installation
pip (standard)
pip install mahotas
Virtual environment (recommended)
python -m venv venv
source venv/bin/activate # Windows: venv\Scripts\activate
pip install mahotas
pip3
pip3 install mahotas
conda
conda install -c conda-forge mahotas
Poetry
poetry add mahotas
Dependencies
Installing mahotas will also install these packages:
Verify the Installation
After installing, confirm the package is available:
python -c "import mahotas; print(mahotas.__version__)"
If this prints a version number, installation succeeded. If you see a ModuleNotFoundError, see the errors section below.
Installation Errors
Common errors when installing mahotas with pip.
ModuleNotFoundError: No module named 'mahotas'
Cause: The package is not installed in the current Python environment.
Fix: Run pip install mahotas. If using a virtual environment, ensure it is activated first.
ModuleNotFoundError: No module named 'mahotas' (installed but still failing)
Cause: pip installed the package into a different Python than the one running your script.
Fix: Use python -m pip install mahotas to install into the interpreter you are running.
ImportError: cannot import name 'X' from 'mahotas'
Cause: The function or class does not exist in the installed version.
Fix: Check the version with pip show mahotas and upgrade with pip install --upgrade mahotas.
pip: command not found
Cause: pip is not in PATH or Python was not added to PATH during installation.
Fix: Try python -m pip install mahotas. On macOS/Linux try pip3.
PermissionError: [Errno 13] Permission denied
Cause: No write access to the system Python package directory.
Fix: Use a virtual environment, or add --user: pip install --user mahotas
SSL: CERTIFICATE_VERIFY_FAILED
Cause: pip cannot verify PyPI's SSL certificate — common behind corporate proxies.
Fix: Try: pip install --trusted-host pypi.org --trusted-host files.pythonhosted.org mahotas
MemoryError when loading data
Cause: Dataset is too large to fit in RAM.
Fix: Read in chunks, filter columns on load, or consider Polars/Dask for out-of-core processing.
Recent Releases
| Version | Released |
|---|---|
1.4.18 latest |
2024-07-17 |
1.4.17 |
2024-07-13 |
1.4.15 |
2024-04-17 |
1.4.14 |
2024-03-23 |
1.4.13 |
2022-06-28 |
Manage mahotas
Upgrade to latest version
pip install --upgrade mahotas
Install a specific version
pip install mahotas==1.4.18
Uninstall
pip uninstall mahotas
Check what is installed
pip show mahotas