I will build a custom ppe detection system using yolov8

J
jamestemple674
J
jamestemple674
James
build a custom ppe detection system using yolov8
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build a custom ppe detection system using yolov8

About this gig

Automate your commercial site compliance audits and reduce workplace hazards using specialized AI. I will engineer a robust PPE detection system driven by YOLOv8 to monitor safety equipment in dangerous industrial environments.


I provide full workflow engineering, starting from raw custom dataset preprocessing and visual augmentation to full deep learning model training. My setups ensure reliable object detection of mandatory items such as hard hats, safety vests, boots, gloves, or protective masks, alerting management instantly whenever a violation occurs on site.


Services Included:

  • Custom dataset curation, augmentation, and balancing
  • Precision training for specialized safety gear classes
  • Automated visual verification loops for live video
  • Logic integration for immediate violation alarms
  • Deployment pipelines for edge nodes or local PCs


Why Choose Me:

  • Industrial automation background specializing in worker safety
  • Strict focus on reducing model false-alarm frequencies
  • Clear setup manuals for on-site field technicians


Secure your work environment with automated visual compliance tools. Let's discuss your specific site layout and safety rules today.


  • Expertise

    • Algorithms & Data structures
    • Debugging
    • Performance
    • Security
    • Operating systems

  • Programming language

    • Assembly
    • Apex
    • Bash
    • Java
    • JavaScript
    • Kotlin
    • Objective-C
    • PHP
    • Python
    • TypeScript

  • Frontend framework

    • Angular
    • AngularJS
    • Backbone.js
    • Ember.js
    • Next.js

  • Backend framework

    • Django
    • FastAPI
    • Gin
    • Node.js
    • Quarkus

Get to know James

James

Computer Vision, Deep Learning Expert, YOLO, OpenCV, Object Tracking

  • FromFinland
  • Member sinceJun 2026

  • Languages

    English, Spanish
I am a Computer Vision & Deep Learning Engineer specializing in custom AI automation. I build high-performance real-time applications using Python and OpenCV. My core expertise includes training advanced YOLOv8 to YOLOv11 models, deploying YOLO World for zero-shot object detection, and integrating deep learning frameworks with DeepSORT and ByteTrack for accurate object tracking. Whether you need an industrial PPE detection system for safety compliance, an automated ANPR license plate recognition software with OCR, or precise image annotation and dataset labeling, I deliver clean code.

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