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Top 8 Image-Processing Python Libraries Used in Machine Learning

OpenCV Scikit Image SciPy python pillow NumPy ITK
  1. 1
    OpenCV is the world's biggest computer vision library
    Pricing:
    • Open Source
    These are some of the most basic operations that can be performed with the OpenCV on an image. Apart from this, OpenCV can perform operations such as Image Segmentation, Face Detection, Object Detection, 3-D reconstruction, feature extraction as well.

    #Data Science And Machine Learning #Data Science Tools #Computer Vision 50 social mentions

  2. scikit-image is a collection of algorithms for image processing.
    Pricing:
    • Open Source

    #OCR #Image Analysis #Data Science And Machine Learning 6 social mentions

  3. 3
    SciPy is a Python-based ecosystem of open-source software for mathematics, science, and engineering. 
    Pricing:
    • Open Source
    Scipy is used for mathematical and scientific computations but can also perform multi-dimensional image processing using the submodule scipy.ndimage. It provides functions to operate on n-dimensional Numpy arrays and at the end of the day images are just that.

    #Data Science And Machine Learning #Python Tools #Software Libraries 16 social mentions

  4. The friendly PIL fork (Python Imaging Library). Contribute to python-pillow/Pillow development by creating an account on GitHub.

    #Data Science And Machine Learning #Python Tools #Software Libraries

  5. 5
    NumPy is the fundamental package for scientific computing with Python
    Pricing:
    • Open Source
    Scipy is used for mathematical and scientific computations but can also perform multi-dimensional image processing using the submodule scipy.ndimage. It provides functions to operate on n-dimensional Numpy arrays and at the end of the day images are just that.

    #Data Science And Machine Learning #Data Science Tools #Python Tools 107 social mentions

  6. Mahotas is a computer vision and image processing library for Python.
    Mahotas is another image processing and computer vision library that was designed for bioimage informatics. It reads and writes images in NumPy array, and is implemented in C++ with a smooth python interface.

    #Data Science And Machine Learning #Python Tools #Software Libraries

  7. 7

    ITK

    ITK is an open-source, cross-platform library that provides developers with an extensive suite of software tools for image analysis.
    Pricing:
    • Open Source
    ITK or Insight Segmentation and Registration Toolkit is an open-source platform that is widely used for Image Segmentation and Image Registration (a process that overlays two or more images).

    #Data Science And Machine Learning #Python Tools #Software Libraries 4 social mentions

  8. Yet Another Python wrapper for GraphicsMagick
    Pgmagick is a GraphicsMagick binding for Python that provides utilities to perform on images such as resizing, rotation, sharpening, gradient images, drawing text, etc.

    #Data Science And Machine Learning #Python Tools #Software Libraries

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