CSLabs
Product image for Image Processing Xpert (IPX)

Image Processing Xpert (IPX)

Open-source GUI that unifies Python image-processing libraries into a single intuitive workspace

Technical Description

IPX is a modular, Python-based image processing and analysis software developed by CSLabs through Internal Research & Development (IR&D) to streamline research and development workflows by enabling users to leverage Python's powerful image processing and computer vision libraries without the need to write specific scripts for everyday image processing tasks. IPX provides a user-friendly, extensible platform that allows integration of additional Python libraries through its plugin system, enabling rapid adaptation to evolving image processing needs. The IPX graphical user interface (GUI) is designed to be intuitive and informative to ensure a smooth user experience.

Key Features

  • Image processing operations and analysis tools from key Python image processing libraries such as scikit-image, OpenCV, and SimpleITK, including operations such as:

    • Filtering
    • Histogram Equalization
    • Transformations
    • Noise
    • Dilate/Erode
    • Format and Data Type Conversions
    • Stitching
    • Image Stack Reslicing
    • Image Calculator
    • AI-enabled Image Generation

  • Plugin system enabling integration of additional Python libraries; existing plugins include:

    • Object detection using YOLO (You Only Look Once) and DETR (DEtection TRansformer)
    • Optical character recognition (OCR) using Tesseract

  • Tools for selection, drawing, measuring, and annotating images