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TAIP Crack Detection

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Team members:

CNN

Python 3.6.9

Libraries:

  • keras 2.2.4
  • imagesize 1.1.0
  • numpy 1.17
  • tensorflow 2.0.0

Datasets:

UNET

Python 3.6.5

Libraries:

  • cv2 4.1.2
  • tensorflow 2.0.0
  • keras 2.3.1
  • numpy 1.17.4

Vanishing Point algorithm

Python 3.7

Libraries:

  • numpy 1.17
  • imutils 0.5.3
  • cv2 1.0.0
  • Flask 1.1.1

LBP

Python 3.6

Libraries:

  • cv2
  • skimage
  • scipy
  • matplotlib
  • numpy
  • sklearn
  • cvutils

SVM - Highway Detection

Python 3.6.5

Libraries:

  • pandas
  • numpy
  • pillow
  • skimage
  • sklearn

https://docs.google.com/document/d/1qDWY3vOS6VMAL8RgfDkVYJyGEYV4YXI7HEFQWgah6YU/edit?usp=sharing