Showing 5 open source projects for "course"

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  • 1
    Bayesian Optimization

    Bayesian Optimization

    Python implementation of global optimization with gaussian processes

    This is a constrained global optimization package built upon bayesian inference and gaussian process, that attempts to find the maximum value of an unknown function in as few iterations as possible. This technique is particularly suited for optimization of high cost functions, situations where the balance between exploration and exploitation is important. More detailed information, other advanced features, and tips on usage/implementation can be found in the examples folder. Follow the basic...
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  • 2
    Easy Upscale

    Easy Upscale

    A simple image upscaler application using EDSR, ESPCN, FSRCNN, etc.

    This application was made to fulfill the assignment for the Data Structures course. The concept of the application is an application to upgrade/enhance image quality. The main theme is queues, we implement circular queues for pooling/storing a list of images to be upscaled. Gui creation is made manually using the tkinter library. For the upscale process itself, it uses the OpenCV library with a model obtained from open source.
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  • 3

    Windows Spotlight Slideshow Update

    App maintains a slideshow image folder using Windows Spotlight images.

    ...The app adds or deletes slideshow images based on additions to or deletions from the Windows Spotlight folder by Windows Spotlight. The slideshow folder can be specified in Windows Settings background personalization as the input to a desktop/background slideshow. Of course, the slideshow folder may also be browsed with any image viewer that can read .jpg files. The Slideshow Update app is most useful if it is setup as a Windows startup app but it can also be run manually anytime a refresh is desired. Some of the selection criteria are based on exif-type data imbedded in Spotlight images. The Python Pillow addon is used to extract exif-type data. ...
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  • 4
    The Pulse Engine is a game engine that has been developed over the course of two years. Along with the Pacemaker toolset, it contains everything you need to create a game including 3D rendering, audio, networking, and python scripting.
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  • 5
    Image Processing software for combining information from images of the same scene, but with illumination variations or small changes. This work is the result of the coursework of an Image Processing regular course at IMPA.
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