kjaisingh/Hardhat-Detector
A convolutional neural network implementation of a script that detects whether an individual is wearing a hardhat or not.
ArchivedBuilt on Keras with a complete pipeline for dataset acquisition from ImageNet, image preprocessing, and model training, the project provides end-to-end tooling for constructing and deploying a hardhat detection classifier. The modular architecture separates data collection, curation, model training, and inference into distinct scripts, enabling iterative refinement of training data and model parameters. Designed for real-time safety monitoring in construction environments, the classifier processes individual images and outputs binary predictions via command-line interface.
No commits in the last 6 months.
Stars
42
Forks
18
Language
Python
License
—
Category
Last pushed
Jan 04, 2021
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/kjaisingh/Hardhat-Detector"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
rohanrao619/Social_Distancing_with_AI
Monitor people violating Social Distancing or not wearing Face Masks in public through CCTV footage.
sandesha21/HelmNet-AI-Computer-Vision-Model
Computer vision model for detecting whether workers are wearing safety helmets in images. Useful...
KrishArul26/Motorbike-Helmet_detection-using-YOLOV3
This project related to road safety. We have to wear a helmet according to road safety rules...
akshitagupta15june/Social_Distance_detection
Monitoring social distance in places using OPENCV and AI
Pranitha-22/AI-Workplace-PPE-Compliance-System
Real-time AI PPE compliance monitoring system using YOLOv8 and React dashboard.