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Face Mask Detection.

Jupyter Notebook 98.96% Python 1.02% Dockerfile 0.01% Shell 0.01%
computer-vision deeplearning image-processing detection image video video-processing user-interface sharpening-filters sharpening

face-mask-detection's Introduction

Face Mask Detection

Try different Edge detection Techniques:

  1. Sobels Filter [09-04-2021] - [12-04-2021]
  2. Roberts Filter [09-04-2021] - [12-04-2021]
  3. Scharr Filter [12-04-2021] - [13-04-2021]
  4. Canny Edge [12-04-2021] - [13-04-2021]

Try different Smoothing Techniques:

  1. Average Smoothing [13-04-2021]
  2. Weighted Average Smoothing [13-04-2021]
  3. Mode Smoothing [13-04-2021]
  4. Median Smoothing [13-04-2021]

Frequency Domain Filters: image_processing/Experiments

Feature Extraction: image_processing/Experiments

  1. SIFT

Find test-results in path:

"Face-Mask-Detection/image_processing/test-results/"

Added Detection:

  1. VGG16 [14-04-2021]

Face Detection :

  1. Viola Jones [17- 05 - 2021]

Find test-results in path:

"face_detection/"

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