You will get AI PPE Detection & Safety Analytics: Real-time YOLOv8 Monitoring Suite
Project details
What sets the Vestra PPE Suite apart is its transition from passive recording to active prevention. Most security systems only provide evidence after an accident; my solution provides a real-time "Neural Guard" for your facility. By leveraging YOLOv8's high-speed object detection and Gemini AI’s reasoning, I build systems that don't just see pixels—they understand safety protocols.
The Vestra Advantage:
Zero-Lag Vigilance: Optimized for edge computing, the system identifies missing Hard-caps, Vests, or Gloves in less than 1 second, triggering instant SMS or push alerts before a worker enters a high-risk zone.
Smart Filtering with Gemini: Traditional AI systems trigger false alarms for shadows or non-human movement. Vestra uses a secondary logic layer to filter noise, ensuring site managers only receive alerts that matter.
Total Audit Readiness: Every violation is logged with a visual timestamp, creating a 100% transparent compliance trail for safety audits and insurance requirements.
The Vestra Advantage:
Zero-Lag Vigilance: Optimized for edge computing, the system identifies missing Hard-caps, Vests, or Gloves in less than 1 second, triggering instant SMS or push alerts before a worker enters a high-risk zone.
Smart Filtering with Gemini: Traditional AI systems trigger false alarms for shadows or non-human movement. Vestra uses a secondary logic layer to filter noise, ensuring site managers only receive alerts that matter.
Total Audit Readiness: Every violation is logged with a visual timestamp, creating a 100% transparent compliance trail for safety audits and insurance requirements.
AI Development Type
Deep Learning, Model Tuning, Recommendation SystemAI Tools
Azure Machine Learning, Google AutoML, Keras, NVIDIA AI Platform, OpenCV, PyTorch, TensorFlowAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$1,500
|
Standard
$3,500
|
Advanced
$5,500
|
|---|---|---|---|
| Delivery Time | 10 days | 21 days | 30 days |
Number of Revisions | 2 | 5 | 10 |
AI Model Integration | |||
Detailed Code Comments | |||
Knowledge Graph | - | ||
Model Documentation | - | ||
Ontology | - | - | |
Source Code | - | ||
Taxonomy | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$200 - $500Frequently asked questions
About Suhal
AI & ML Engineer | Real-Time Computer Vision & Edge AI Expert
Chattogram, Bangladesh - 5:12 pm local time
If you're working with RTSP streams or surveillance cameras and need intelligent monitoring with alerts, I can help you design and deploy a production-ready system that actually works in real environments.
---
👍 Proven Results
- Built a real-time system processing 16+ RTSP camera streams simultaneously
- Achieved 95% detection accuracy with live alerting
- Designed scalable multi-camera pipelines with dashboard integration
- Optimized models for edge devices (Jetson, Raspberry Pi)
---
👍 What I Can Build For You
1) AI-powered CCTV monitoring systems (real-time detection & alerts)
2) Shoplifting / abnormal activity detection for retail
3) Smart apartment security (intrusion, loitering, tailgating detection)
4) PPE detection systems (helmet, vest compliance) for factories
5) Multi-camera RTSP analytics dashboards
6) Edge AI deployment for low-latency, on-device inference
---
👍👍 Core Expertise
### Real-Time Computer Vision
1) RTSP / CCTV stream processing (OpenCV, YOLO, TensorFlow)
2) Object detection, tracking & behavior analysis
3) Multi-camera system architecture & optimization
### Edge AI & Optimization
- NVIDIA Jetson / Raspberry Pi deployment
- TensorRT, quantization, pruning for fast inference
### AI System Development
- End-to-end pipeline: data → model → deployment
- Flask / FastAPI / Streamlit apps for real-time interaction
- GStreamer, FFmpeg for video processing
### AI Dashboards & SaaS Integration
- React / Next.js dashboards for live analytics
- Alerts, logs, heatmaps, and monitoring systems
- Full-stack AI SaaS solutions (backend + frontend + deployment)
---
## Bonus Capabilities (When Needed)
- AI Assistants & LLM integration (Chat with your data, automation tools)
- Predictive analytics & anomaly detection
- Time-series modeling and forecasting
---
## How I Work
1. Understand your camera setup & use case
2. Design a scalable AI pipeline tailored to your needs
3. Build and optimize the model for real-world performance
4. Deploy with dashboards, alerts, and monitoring
5. Support, iterate, and improve accuracy over time
---
## Why Work With Me?
1) I focus on real-world performance, not just model accuracy
2) I’ve built systems that run continuously on live camera feeds
3) I understand both AI and production deployment challenges
4) I deliver clean, scalable, and maintainable solutions
---
## Let’s Build Something Intelligent
If you're looking to upgrade your CCTV system with AI or build a smart surveillance solution from scratch, I’m ready to help.
Send me a message and let’s discuss your project.
Steps for completing your project
After purchasing the project, send requirements so Suhal can start the project.
Delivery time starts when Suhal receives requirements from you.
Suhal works on your project following the steps below.
Revisions may occur after the delivery date.
Environmental Assessment
I analyze your camera feeds to account for lighting, glare, and blind spots. This ensures the YOLOv8 model has a high-quality "vision" of the workspace.
PPE Dataset Annotation & Training
Using your site-specific images, I label and train the model to recognize your specific gear (e.g., green vests vs. orange vests, or specific glove types).