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RoadPavementSegmentation
Repository for all the stuff related with road pavements defect segmentation. Main idea behind the segmentation is to create/approve/test various architectures (modification of autoencoders, such as U-Net) to find the best to do the task. Third-party library priorities: Tensorflow (with Keras frontend), OpenCV and many nifty things related to Python programming language.PanelsDrillSegmentation
CNN implementation of article 'Segmentation of Drilled Holes in Texture Wooden Furniture Panels Using Deep Neural Network' by Rytis Augustauskas, Arūnas Lipnickas and Tadas SurgailisDL-defect-classification-with-CAM-output
Repository for the code from IDAACS'2023 conference article 'Defects localization in images using deep learning-based classification with CAM output'ImGUIPictureViewer
Semi-open [at this moment] library for interactive picture viewer development.Pixel-level-Pavement-Defects-Segmentation-Based-on-Various-Loss-Functions
Improved Pixel-level Pavement Defects Segmentation Based on Various Loss FunctionsLove Open Source and this site? Check out how you can help us