The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
➤ Overview
I developed a high-performance Computer Vision application designed to transform raw video footage into structured, actionable traffic data. This solution eliminates the need for manual counting and provides businesses with real-time insights into vehicle and pedestrian flow.
➤ The Problem & Solution
Manual traffic monitoring is slow, prone to error, and expensive. My application automates this entire process using State-of-the-Art Deep Learning (YOLO). It doesn’t just "see" the traffic; it measures it, graphs it, and exports it for professional reporting.
➤ Key Deliverables & Capabilities
⬥ Precision Multi-Object Tracking: High-accuracy detection of Cars, Bikes, Trucks, and Pedestrians.
⬥ Live Analytics Dashboard: Real-time visual graphs showing traffic intensity and peak congestion periods.
⬥ Automated Reporting: A one-click feature to convert visual detections into CSV or Excel data tables for business analysis.
⬥ Scalable Deployment: Built with Streamlit, making it accessible via a web browser without complex local installations.
➤ Tech Stack
⬥ AI/ML: Python, YOLOv11, OpenCV
⬥ Data Engineering: Pandas, NumPy
⬥ Web Framework: Streamlit (Custom UI Design)
⬥ Data Visualization: Plotly / Matplotlib
➤ Why This Matters for Your Business
Whether you are in Urban Planning, Logistics, or Retail Real Estate, knowing exactly how many vehicles or people pass a specific point is critical. This tool provides 24/7 monitoring capabilities at a fraction of the cost of traditional sensor hardware.
➤ 🔗 View the Source Code on GitHub: [https://github.com/Usman-Waris/YOLO-object-detection-traffic-detection-system- ]
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Related posts
Looks awesome!
Voltera | Smart EV Charging & Urban Parking Ecosystem
This IoT-powered mobility platform for Voltera delivers an "Efficient, Connected, and Intuitive" solution for modern urban drivers. The high-fidelity mobile UI provides a seamless parking experience, allowing users to locate spots, monitor real-time occupancy, and manage payments directly from their phone.
Introducing Motive — my 6th Framer template.
Built for creative agencies that are serious about how they show up online. Bold layouts, sharp typography, and a hero that stops the scroll cold.
Go see it for yourself → motive.framer.media
Want it customized for your brand? DM me.
Great work, Ken
Trending
FLORA
Reusable workflows are replacing one-off prompts in creative AI. Share what you're building in FLORA.
portfolioreview
The best portfolios tell a story, not just show a grid. Share yours for feedback.
brandguidelines
Brand guidelines are becoming living systems. What are you building for your clients?
freelancerlife
Freelancer life is wins, pivots, and everything in between. What’s yours right now?
aivideo
AI video tools are moving at warp speed. Which ones are you experimenting with?