Detecting PPE (Personal Protective Equipment) for Our COVID-19 Warriors
- 0 Collaborators
Object Detection for COVID-19 Personal Protective Equipment detections for frontline warriors with 5 Classes ...learn more
Project status: Under Development
oneAPI, Artificial Intelligence
Intel Technologies
oneAPI,
OpenVINO,
Intel Opt ML/DL Framework
Overview / Usage
Our Essential Worker's Life is Important in these times of COVID-19 and PPE (Personal Protective Equipment) plays a key role in keeping them safe;
We decided to make an Object detection Algorithm which can help us find if they are equipped with necessary PPE Kits for the Task.
It can detect 5 classes mainly face shield, mask, full cover, Gloves, Goggles with good accuracy optimized using Intel's OpenVINO Toolkit for Deployment;
Methodology / Approach
We have labeled the Images manually and used TensorFlow Object Detection API for training the Model.
The model used: SSD Inception v4
Then used Intel's OpenVINO Toolkit for optimization and deployment
**Make code presentable for sharing.
Technologies Used
- TensorFlow Object Detection API.
- Intel's OpenVINO Toolkit for interfacing and optimization.
- Intel® oneAPI DevCloud for Training.