PPE Kit Detection

Chemical
Daten wissen case study image

Business Impact

Monitoring of workers and minimise compliance violation.


Customer Facts

Location: India

Industry: Chemicals

Daten wissen case study image

Problem Statement

Demand forecasting

The safety and operations team was having issues with safety compliances which led to health and safety risks.

Challanges

Obstacles we faced

  • Installation of additional cameras were required to cover the whole plant view.
  • Different sets of kits posed a challenge for training the module.

Technologies

Tech stack we used

Technology use

Python

Technology use

Pytorch

Technology use

Django

Technology use

AWS S3 bucket

Solution

How we made end solution

  • The system uses an existing IP camera to get the live video feed.
  • The algorithm checks if any of the safety equipment is missing.
  • Email alerts generated and forwarded to concerned individuals to warn about compliance violations.
  • Dashboard shows real time feed and alerts for report keeping purposes.

Result

Outcome we get

  • 37% Decline in Critical Accidents