mohammadakz / Nested_PPE_detection_FasterRCNN

PPE_detection module for detecting workers and PPE.

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Nested_PPE_detection


This project is the implementation of conference paper entitled "Nested Network for Detecting PPE on Large Construction Sites Based on Frame Segmentation".\

The main goals of the project are:


(1) Detect workers in near, mid, and far-field views.
(2) Detect hardhat, no-hardhat, safety vest, and no safety vest.
(3) Matching detected workers in two camera views.
(4) Generating PPE detection safety reports.


In order to run the Nested network for worker and PPE detection:

Main.py

The image below shows PPE detection results in near, mid, and far-field views.

alt text

About

PPE_detection module for detecting workers and PPE.

License:MIT License


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