/DL-Object_Detection

Demo WebApp to detect construction helmet/hard hat

Primary LanguageJupyter Notebook

DL-Object_Detection

The goal of this object detection is to detect a hard-hat/construction helmet In many factory environments, when employees enter a designated area, they must be wearing proper Equoments such as a construction helmet. This project shows a solution which can be used to issue an alert when an employee has been detected and is not wearing a helmet in a designated area

The code needed to recreate the training data and train the model is detailed in the https://github.com/amancrackpot/DL-Object_Detection/blob/main/object_detection.ipynb

Training Metrics

Train metrics

Image Results

Image Results

Dataset used : https://public.roboflow.com/object-detection/hard-hat-workers image