bipsec/crack-detection

Crack Detection Project

Project Description

Developing an image analysis software to detect cracks from pictures involves several steps. Here is a basic image analysis project setup that can detect cracks from image. It is only trained with a less amount of data available in Kaggle.

File Structure

crack-detection/
├── templates/
├── |── index.html
├── app.py
├── test_data/
├── |── img(1)
├── |── img(2)
├── uploads
├── |── up_img(1)
├── |── up_img(2)
├── crack_detector.py
├── crack_detection_model.ipynb
├── model.pkl
├── requirements.txt
├── .gitignore

Up and Run

git clone https://github.com/bipsec/crack-detection.git
cd crack-detection

Create a virtual env

 python -m venv env
 source env/bin/activate
 pip install -r requirements.txt

python app.py

You can see the project is running on http://127.0.0.1:5000

Conclusion