manandhar01 / YOLOv3_based_mask_detection_system

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YOLOv3 based Mask Detection

About

It is simple implementation of YOLOv3 model for detecting masked perople apart from unmasked ones in real time. Thid sydtem can be useful for entrance in this pandemic.

Supporting Links

Do follow following links for dataset, model, and trained weight file.

Dataset From Kaggle

Trained Weight file

YOLO darknet from AlexeyAB

Step1: Requirements

  • pip install -r requirements.txt
  • Download Weights & paste in your working directory.

Step2: Run code

python test_on_photo.py

python test_on_video.py

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Language:Python 63.5%Language:Jupyter Notebook 36.5%