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Real Time Face Mask Detection using Tensorflow/Keras | Inference on Image, Video and Webcam on ONNX Runtime Environment

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NahidEbrahimian/Face-Mask-Detection

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Face-Mask-Detection

Real Time Face Mask Detection on Image and Video

07 03
01 02
  • Model training on face-mask dataset using tensorflow and keras

  • train.ipynb

  • inference-img.py

  • inference-webcam.py

  • install.sh

  • onnx inference

  • inference-video

  • docker file

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

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Real Time Face Mask Detection using Tensorflow/Keras | Inference on Image, Video and Webcam on ONNX Runtime Environment

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