Discover rytisss/RoadPavementSegmentation Open Source project

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Language
Python
Created about 5 years ago
Updated over 3 years ago

rytisss

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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 Surgailis

Python

DL-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'

Jupyter Notebook

ImGUIPictureViewer

Semi-open [at this moment] library for interactive picture viewer development.

C++

Pixel-level-Pavement-Defects-Segmentation-Based-on-Various-Loss-Functions

Improved Pixel-level Pavement Defects Segmentation Based on Various Loss Functions

Python