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A Quality Inspection model using machine learning to detect casting manufacturing defect.

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Quality-Inspection

Dataset

This dataset is of casting manufacturing product.
Please refer to the dataset from:- https://www.kaggle.com/datasets/ravirajsinh45/real-life-industrial-dataset-of-casting-product

Sample of the dataset

image

Installation of important libraries

# install tensorflow
!pip install tensorflow

# install streamlit
!pip install streamlit

# for nav-bar
!pip install streamlit-option-menu

Output

download

Steps for streamlit deployment:

  %%writefile app.py
  # write the code here
# we've used local tunnel to make your local server accessible to internet.
!streamlit run app.py & npx localtunnel --port 8501

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