Face Mask Detection on Image and Video using tensorflow and keras

Overview

Face-Mask-Detection

Face Mask Detection on Image and Video using tensorflow and keras

0777 0333 facedetection
01 02
  • Train Neural Network on face-mask dataset using tensorflow and keras

  • train.ipynb

  • inference-img.py

  • inference-webcam.py

Dataset:

Dataset link: face-mask-dataset

Inference:

for inference on image, put your images in ./input directory and run the following command. output images will be saved on output folder.

python3 inference-img.py --input input/01.jpeg

for inference on video using webcam, run the following command:

python3 inference-webcam.py

Useful links:

Face-Alignment preprocessing used in the inference step: https://github.com/SajjadAemmi/Face-Alignment

Owner
Nahid Ebrahimian
AI Graduated Student at Ferdowsi University of Mashhad - Machine Learning Engineer - Research Assistant
Nahid Ebrahimian
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