/crack-detection

Implementation of Improving the Efficiency of Encoder-Decoder Architecture for Pixel-level Crack Detection. keras with tensorflow backend. https://ieeexplore.ieee.org/document/8938810

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

crack-detection

This is an implementation of deepcrack+SWM, unet+SWM on Python 3,Keras,and TensorFlow. For the details of the work, the readers can refer to the paper "Improving the Efficiency of Encoder-Decoder Architecture for Pixel-level Crack Detection"

Requirements

  • Tensorflow-1.13.2
  • Keras-2.2.4

Test

Crack detection (Test code) was implemented with tf.keras and eager execution