/surface-crack-detection

Detect crack on surface

Primary LanguagePythonMIT LicenseMIT

Surface Crack Detection

Original code and project from Copyright (c) 2019 Arthur Flôr Please refer to the link [[ref]]https://github.com/arthurflor23/surface-crack-detection Digital image processing class project, master degree, UPE - POLI (2018.2)

Applied small modifications and corrections to execute on Windows Anaconda.

Description

Project to detect surface cracks in images using digital image processing and deep learning. For segmentation, it was used the unet model. [ref]

Results

Original Predicted Overlay
Original Predicted Overlay