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Features

Mouve is a node-based prototyping tool allowing you to rapidly create simple and complex computer vision algorithms from a set of nodes. Connected, they define an image data processing pipeline. Mouve let you test and tune your resultive pipeline in a real-time without the need to (re)compile any source file.

Nodes database consist of:

  • input/output nodes for reading source image/video files and writing back the results,
  • camera input nodes for JAI (should work with any GigE Vision compatible cameras) and USB Video Class (UVC) camera,
  • image filters, segmentation nodes and simple geometrical transformators,
  • visualizing non-image data nodes,
  • image features detectors and descriptors, as well as matchers,
  • stateful nodes for video data,
  • OpenCL based nodes for GPU-accelerated processing and analyzing of image data,
  • auxillary nodes for OpenCL - data transfer

The vast majority of nodes are just thin wrappers for OpenCV algorithms.

Computer vision algorithms are not just about images but also about data extracted from them - such as image keypoints. Consequently, mouve defines couple of node data types: images (gray, rgb, mono, any), keypoints, generic (1 or 2d) arrays, matching results and OpenCL device-located data.

Dependencies

Mouve depends on:

  • CMake 3.9+
  • OpenCV 2.4.x,
  • Boost 1.55+,
  • Qt5 (mainly for UI part),
  • Intel Threading Building Blocks (Optional),
  • JAI SDK (Optional for JAI's GigE cameras support)

Building

Successfully built using MS Visual Studio 2017 on Windows 7 and GCC 5.4 on Ubuntu 16.04 LTS.

Linux

mkdir _build
cd _build
cmake -DCMAKE_BUILD_TYPE=RelWithDebInfo ..
cmake --build .

OpenCV installed via system package manager (i.e. aptitude) won't probably work since it doesn't come with nonfree module which currently is unconditionally used.

Windows

mkdir _build
cd _build
cmake ..
cmake --build . --config RelWithDebInfo

Most likely you'd have to manually provide a path to Boost, OpenCV and Qt5 libraries because on Windows there aren't any meaningful defaults.

Screenshot

Screenshot

License

Mouve is licensed under MIT license, see COPYING file for details.

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Computer Vision algorithms prototyping tool

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