vladmorosanu97/taip-crack-detection

TAIP Crack Detection

TAIP Crack Detection

Links

• Resources
• Trello
• State of the art - Google Docs
• Requirement and diagrams - Google Docs
• BPMN - Google Docs
• TDD - Google Docs

Team members:

• Victor Cotofana (victorcotofana1@gmail.com)
• Vladut Morosanu (vladmorosanu97@gmail.com)
• Oana Hriscu (oana.hriscu97@gmail.com)
• Andra Chiorcea (achiorcea27@gmail.com)
• Teodora Grosu (teogrosu29@gmail.com)

CNN

Python 3.6.9

Libraries:

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

Datasets:

• Concrete Crack Images for Classification

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