Course curriculum

  • 1

    1. Introduction to Face Mask Detection Using CNN & Open CV

  • 2

    2. Google Collab & Import Libraries

    • Introduction to Google Collab & Import Libraries
  • 3

    3. Overview & Structure of Directories

    • Overview of Structure of Directories
  • 4

    4. Download Mask Dataset from Kaggle

    • Download Dataset from Kaggle
  • 5

    5. Image Visualization & Augmentation

    • Image Visualization using Matplotlib

    • Image Augmentation
  • 6

    6. Build the Convolutional Neural Network from Scratch

    • Build the Convolutional Neural Network from scratch #1

    • Build the Convolutional Neural Network from Scratch #2
  • 7

    7. Compile, Train and Evaluate the Performance of the Model

    • Compile Train and Evaluate the Performance of the Model
  • 8

    Make Use of Trained Model to Detect Face Masks on the Static Images

    • 9. Make use of trained model to detect face masks on the static images
  • 9

    9. Make use of Trained Model to Detect Face Masks on the Static Videos