/crack_detection

Concrete Crack Detection for Structural Audit

Primary LanguagePython

Concrete Crack Detection For Structural Audit

Getting Started

  1. Clone Repo

    $ git clone https://github.com/viraja1/crack_detection.git

  2. Change directory

    $ cd crack_detection

  3. Install Requirements

    $ pip install -r requirements.txt

  4. Train Model

    Skip this step if you want to use pretrained model

    Tested with python 3.7

    $ python models/model.py

  5. Run Server

    $ python app.py

  6. Open http://127.0.0.1:8080 in browser and use the UI to test concrete crack detection

  7. Try CURL requests

    $ curl -X POST -F file=@data/train/crack/15000_1.jpg http://127.0.0.1:8080/predict

{"prediction":"crack"}

Screenshot

Credits